Systems, Information, Learning & Optimization
University of Wisconsin-Madison

Publications

Conference Papers

  1. Hall, Eric C; Willett, Rebecca M. Online learning of neural network structure from spike trains. Neural Engineering (NER), 2015 7th International IEEE/EMBS Conference on. (2015)
  2. Jamieson, Kevin; Nowak, Robert. Best-arm identification algorithms for multi-armed bandits in the fixed confidence setting. Information Sciences and Systems (CISS), 2014 48th Annual Conference on. (2014)
  3. Nichols, JM; Bucholtz, F; McLaughlin, CV; Oh, AK; Willett, RM. Fixing basis mismatch in compressively sampled photonic link. SPIE Sensing Technology+ Applications. (2014)
  4. Guan, Peng; Raginsky, Maxim; Willett, Rebecca. From minimax value to low-regret algorithms for online Markov decision processes. American Control Conference (ACC), 2014. (2014)
  5. Dasarathy, Gautam; Nowak, Robert; Roch, Sebastian. New sample complexity bounds for phylogenetic inference from multiple loci. Information Theory (ISIT), 2014 IEEE International Symposium on. (2014)
  6. Pimentel, Daniel; Nowak, Robert; Balzano, L. On the sample complexity of subspace clustering with missing data. Statistical Signal Processing (SSP), 2014 IEEE Workshop on. (2014)
  7. Mueller, Jenna L; Fu, Henry; Javid, Melodi; Kirsch, David; Willett, Rebecca; Brown, J; Ramanujam, Nimmi. Structured Illumination Fluorescence Imaging and Analysis for Identification of Residual Disease during Cancer Surgery. Biomedical Optics. (2014)
  8. Oh, Albert K; Harmany, Zachary T; Willett, Rebecca M. To e or not to e in poisson image reconstruction. Image Processing (ICIP), 2014 IEEE International Conference on. (2014)
  9. Rao, Neeraj; Shah, Parikshit; Wright, Stephen; Nowak, Robert. A greedy forward-backward algorithm for atomic norm constrained minimization. Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. (2013)
  10. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. Dual-scale masks for spatio-temporal compressive imaging. Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE. (2013)
  11. Hall, Eric C; Willett, Rebecca M. Foreground and background reconstruction in Poisson video. Image Processing (ICIP), 2013 20th IEEE International Conference on. (2013)
  12. Borkowski, Kazimierz J; Reynolds, SP; Green, D; Hwang, U; Petre, R; Krishnamurthy, K; Willett, R. Heavy-Element Ejecta in G1. 9+ 0.3. AAS/High Energy Astrophysics Division. (2013)
  13. Oh, Albert K; Harmany, Zachary T; Willett, Rebecca M. Logarithmic total variation regularization for cross-validation in photon-limited imaging. Image Processing (ICIP), 2013 20th IEEE International Conference on. (2013)
  14. Xie, Yao; Willett, Rebecca. Online logistic regression on manifolds. Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. (2013)
  15. Hall, Eric C; Willett, Rebecca. Online optimization in parametric dynamic environments. Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton Conference on. (2013)
  16. Mueller, Jenna L; Harmany, Zachary T; Mito, Jeffrey K; Kennedy, Stephanie A; Kim, Yongbaek; Dodd, Leslie; Geradts, Joseph; Kirsch, David G; Willett, Rebecca M; Brown, J Quincy; others. Quantitative segmentation of fluorescence microscopy images of heterogeneous tissue: Approach for tuning algorithm parameters. SPIE BiOS. (2013)
  17. Rao, Nikhil; Cox, Christopher; Nowak, Rob; Rogers, Timothy T. Sparse overlapping sets lasso for multitask learning and its application to fMRI analysis. Advances in neural information processing systems. (2013)
  18. Salmon, Joseph; Willett, Rebecca; Arias-Castro, Ery. A two-stage denoising filter: the preprocessed Yaroslavsky filter. Statistical Signal Processing Workshop (SSP), 2012 IEEE. (2012)
  19. McCain, Scott T; Guenther, BD; Brady, David J; Krishnamurthy, Kalyani; Willett, Rebecca. Coded-aperture Raman imaging for standoff explosive detection. SPIE Defense, Security, and Sensing. (2012)
  20. Rao, N Sambasiva; Nowak, Robert D. Correlated Gaussian designs for compressive imaging. Image Processing (ICIP), 2012 19th IEEE International Conference on. (2012)
  21. Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert. Covariance sketching. Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on. (2012)
  22. Eriksson, Brian; Balzano, Laura; Nowak, Robert. High-rank matrix completion. International Conference on Artificial Intelligence and Statistics. (2012)
  23. Yang, Jing; Draper, Stark C; Nowak, Robert. Passive learning of the interference graph of a wireless network. Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on. (2012)
  24. Jamieson, Kevin G; Nowak, Robert; Recht, Ben. Query complexity of derivative-free optimization. Advances in Neural Information Processing Systems. (2012)
  25. Malloy, Matthew L; Tang, Gongguo; Nowak, Robert D. Quickest search for a rare distribution. Information Sciences and Systems (CISS), 2012 46th Annual Conference on. (2012)
  26. Harmany, Zachary T; Jiang, Xin; Willett, Rebecca. The value of multispectral observations in photon-limited quantitative tissue analysis. Statistical Signal Processing Workshop (SSP), 2012 IEEE. (2012)
  27. Rao, Nikhil S; Recht, Ben; Nowak, Robert D. Universal measurement bounds for structured sparse signal recovery. International Conference on Artificial Intelligence and Statistics. (2012)
  28. Balzano, Laura; Szlam, Arthur; Recht, Benjamin; Nowak, Robert. k-Subspaces with missing data. Statistical Signal Processing Workshop (SSP), 2012 IEEE. (2012)
  29. Jamieson, Kevin G; Nowak, Robert. Active ranking using pairwise comparisons. Advances in Neural Information Processing Systems. (2011)
  30. Rao, Nikhil S; Nowak, Robert D; Wright, Stephen J; Kingsbury, Nick G. Convex approaches to model wavelet sparsity patterns. Image Processing (ICIP), 2011 18th IEEE International Conference on. (2011)
  31. Raginsky, Maxim; Kiarashi, Nooshin; Willett, Rebecca. Decentralized online convex programming with local information. American Control Conference (ACC), 2011. (2011)
  32. Applebaum, Lome; Bajwa, Waheed U; Haupt, Jarvis; Nowak, Robert; others. Deterministic pilot sequences for sparse channel estimation in OFDM systems. Digital signal processing (DSP), 2011 17th international conference on. (2011)
  33. Eriksson, Brian; Barford, Paul; Sommers, Joel; Nowak, Robert. DomainImpute: Inferring unseen components in the Internet. INFOCOM, 2011 Proceedings IEEE. (2011)
  34. Wang, Eric; Silva, Jorge; Willett, Rebecca; Carin, Lawrence. Dynamic relational topic model for social network analysis with noisy links. Statistical Signal Processing Workshop (SSP), 2011 IEEE. (2011)
  35. Krishnamurthy, Kalyani; Bajwa, Waheed U; Willett, Rebecca; Calderbank, Robert. Fast level set estimation from projection measurements. Statistical Signal Processing Workshop (SSP), 2011 IEEE. (2011)
  36. Jamieson, Kevin G; Nowak, Robert D. Low-dimensional embedding using adaptively selected ordinal data. Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on. (2011)
  37. Harmany, Zachary T; Oh, Albert; Marcia, Roummel; Willett, Rebecca. Motion-adaptive compressive coded apertures. SPIE Optical Engineering+ Applications. (2011)
  38. Malloy, Matt; Nowak, Robert. On the limits of sequential testing in high dimensions. Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on. (2011)
  39. Balzano, Laura; Nowak, Robert; Roughan, Matthew. On the success of network inference using a markov routing model.. ICASSP. (2011)
  40. Horn, Corinne; Willett, Rebecca. Online anomaly detection with expert system feedback in social networks. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. (2011)
  41. Malloy, Matthew; Nowak, Robert. Sequential analysis in high-dimensional multiple testing and sparse recovery. Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on. (2011)
  42. Willett, Rebecca M. Short and smooth sampling trajectories for compressed sensing. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. (2011)
  43. Willett, Rebecca M. Smooth sampling trajectories for sparse recovery in MRI. Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on. (2011)
  44. Reynolds, Stephen P; Borkowski, K; Hwang, U; Green, DA; Willett, R; Krishnamurthy, K. Systematic Spatial Variations of the Spectrum of Synchrotron X-rays from the Youngest Galactic Supernova Remnant G1. 9+ 0.3. Bulletin of the American Astronomical Society. (2011)
  45. Wang, Eric; Silva, Jorge; Willett, Rebecca; Carin, Lawrence. Time-evolving modeling of social networks. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. (2011)
  46. Harmany, Zachary T; Mueller, Jenna; Brown, Qunicy; Ramanujam, Nimmi; Willett, Rebecca. Tissue quantification in photon-limited microendoscopy. SPIE Optical Engineering+ Applications. (2011)
  47. Marcia, Roummel F; Harmany, Zachary T; Willett, Rebecca M. Compressive coded apertures for high-resolution imaging. SPIE Photonics Europe. (2010)
  48. Nazer, Bobak; Nowak, Robert D. Efficient designs for multiple gene knockdown experiments. Genomic Signal Processing and Statistics (GENSIPS), 2010 IEEE International Workshop on. (2010)
  49. Raginsky, Maxim; Jafarpour, Sina; Willett, Rebecca; Calderbank, Robert. Fishing in Poisson streams: focusing on the whales, ignoring the minnows. Information Sciences and Systems (CISS), 2010 44th Annual Conference on. (2010)
  50. Harmany, Zachary; Thompson, Daniel; Willett, Rebecca; Marcia, Roummel F. Gradient projection for linearly constrained convex optimization in sparse signal recovery. Image Processing (ICIP), 2010 17th IEEE International Conference on. (2010)
  51. Balzano, Laura; Recht, Benjamin; Nowak, Robert. High-dimensional matched subspace detection when data are missing. Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on. (2010)
  52. Krishnamurthy, Kalyani; Raginsky, Maxim; Willett, Rebecca. Hyperspectral target detection from incoherent projections. Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on. (2010)
  53. Krishnamurthy, Kalyani; Raginsky, Maxim; Willett, Rebecca. Hyperspectral target detection from incoherent projections: Nonequiprobable targets and inhomogeneous SNR. Image Processing (ICIP), 2010 17th IEEE International Conference on. (2010)
  54. Haupt, Jarvis; Castro, Rui; Nowak, Robert. Improved bounds for sparse recovery from adaptive measurements. Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on. (2010)
  55. Haupt, Jarvis; Applebaum, Lorne; Nowak, Robert. On the restricted isometry of deterministically subsampled Fourier matrices. Information Sciences and Systems (CISS), 2010 44th Annual Conference on. (2010)
  56. Balzano, Laura; Nowak, Robert; Recht, Benjamin. Online identification and tracking of subspaces from highly incomplete information. Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on. (2010)
  57. Willett, Rebecca M; Harmany, Zachary T; Marcia, Roummel F. Poisson image reconstruction with total variation regularization. Image Processing (ICIP), 2010 17th IEEE International Conference on. (2010)
  58. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. SPIRAL out of convexity: Sparsity-regularized algorithms for photon-limited imaging. IS&T/SPIE Electronic Imaging. (2010)
  59. Gupta, Ankit; Nowak, Robert; Recht, Benjamin. Sample complexity for 1-bit compressed sensing and sparse classification.. ISIT. (2010)
  60. Nazer, Bobak; Nowak, Robert D. Sparse interactions: Identifying high-dimensional multilinear systems via compressed sensing. Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on. (2010)
  61. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. Sparsity-regularized photon-limited imaging. Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on. (2010)
  62. Borkowski, Kazimierz J; Reynolds, SP; Green, DA; Hwang, U; Petre, R; Krishnamurthy, K; Willett, R. Supernova Ejecta in G1. 9+ 0.3. Bulletin of the American Astronomical Society. (2010)
  63. Borkowski, Kazimierz J; Reynolds, SP; Green, DA; Hwang, U; Petre, R; Krishnamurthy, K; Willett, R. Supernova Ejecta in G1. 9+ 0.3: Thermal Emission and Radioactive Decay. Bulletin of the American Astronomical Society. (2010)
  64. Eriksson, Brian; Dasarathy, Gautam; Barford, Paul; Nowak, Robert. Toward the practical use of network tomography for internet topology discovery. INFOCOM, 2010 Proceedings IEEE. (2010)
  65. Goldberg, Andrew; Recht, Ben; Xu, Junming; Nowak, Robert; Zhu, Xiaojin. Transduction with matrix completion: Three birds with one stone. Advances in neural information processing systems. (2010)
  66. Rao, Nikhil; Harrison, Joseph; Karrels, Tyler; Nowak, Robert; Rogers, Timothy T. Using machines to improve human saliency detection. Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on. (2010)
  67. Bajwa, Waheed U; Sayeed, Akbar M; Nowak, Robert. A restricted isometry property for structurally-subsampled unitary matrices. Communication, Control, and Computing, 2009. Allerton 2009. 47th Annual Allerton Conference on. (2009)
  68. Haupt, Jarvis; Nowak, Robert; Castro, Rui. Adaptive sensing for sparse signal recovery. Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009. IEEE 13th. (2009)
  69. Marcia, Roummel F; Harmany, Zachary T; Willett, Rebecca M. Compressive coded aperture imaging. IS&T/SPIE Electronic Imaging. (2009)
  70. Haupt, Jarvis D; Baraniuk, Richard G; Castro, Rui M; Nowak, Robert D. Compressive distilled sensing: Sparse recovery using adaptivity in compressive measurements. Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on. (2009)
  71. Haupt, Jarvis; Castro, Rui; Nowak, Robert. Distilled sensing: Selective sampling for sparse signal recovery. International Conference on Artificial Intelligence and Statistics. (2009)
  72. Eriksson, Brian; Barford, Paul; Nowak, Robert. Estimating hop distance between arbitrary host pairs. INFOCOM 2009, IEEE. (2009)
  73. Castro, Rui M; Kalish, Charles; Nowak, Robert; Qian, Ruichen; Rogers, Tim; Zhu, Xiaojin. Human active learning. Advances in neural information processing systems. (2009)
  74. Doot, Jared M; Eliceiri, Kevin W; Nowak, Robert D; Willett, Rebecca. Image reconstruction of multiphoton microscopy data. Biomedical Imaging: From Nano to Macro, 2009. ISBI’09. IEEE International Symposium on. (2009)
  75. Doot, Jared M; Eliceiri, Kevin W; Nowak, Robert D; Willett, Rebecca. Image reconstruction of multiphoton microscopy data. Biomedical Imaging: From Nano to Macro, 2009. ISBI’09. IEEE International Symposium on. (2009)
  76. Ybarra, Gary; Collins, Leslie M; Huettel, Lisa G; Massoud, Hisham Z; Board, John; Brooke, Martin; Jokerst, Nan M; Choudhury, Romit Roy; Gustafson, Michael R; Willett, Rebecca M; others. Integrating sensing and information processing in an electrical and computer engineering undergraduate curriculum. Frontiers in Education Conference, 2009. FIE’09. 39th IEEE. (2009)
  77. Raginsky, Maxim; Lazebnik, Svetlana; Willett, Rebecca; Silva, Jorge. Near-minimax recursive density estimation on the binary hypercube. Advances in Neural Information Processing Systems. (2009)
  78. Nowak, Robert. Noisy generalized binary search. Advances in neural information processing systems. (2009)
  79. Jafarpour, Sina; Willett, Rebecca; Raginsky, Maxim; Calderbank, Robert. Performance bounds for expander-based compressed sensing in the presence of Poisson noise. Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on. (2009)
  80. Willett, Rebecca M; Raginsky, Maxim. Performance bounds on compressed sensing with Poisson noise. Information Theory, 2009. ISIT 2009. IEEE International Symposium on. (2009)
  81. Raginsky, Maxim; Marcia, Roummel F; Silva, Jorge; Willett, Rebecca M. Sequential probability assignment via online convex programming using exponential families. Information Theory, 2009. ISIT 2009. IEEE International Symposium on. (2009)
  82. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. Sparse Poisson intensity reconstruction algorithms. Statistical Signal Processing, 2009. SSP’09. IEEE/SP 15th Workshop on. (2009)
  83. Bajwa, Waheed U; Sayeed, Akbar; Nowak, Robert. Sparse multipath channels: Modeling and estimation. Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009. IEEE 13th. (2009)
  84. Singh, Aarti; Nowak, Robert; Zhu, Xiaojin. Unlabeled data: Now it helps, now it doesn’t. Advances in neural information processing systems. (2009)
  85. Haupt, Jarvis; Castro, Rui; Nowak, Robert. Adaptive discovery of sparse signals in noise. Signals, Systems and Computers, 2008 42nd Asilomar Conference on. (2008)
  86. Bajwa, Waheed U; Haupt, Jarvis; Raz, Gil; Nowak, Robert. Compressed channel sensing. Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on. (2008)
  87. Bajwa, Waheed U; Sayeed, Akbar; Nowak, Robert. Compressed sensing of wireless channels in time, frequency, and space. Signals, Systems and Computers, 2008 42nd Asilomar Conference on. (2008)
  88. Marcia, Roummel F; Willett, Rebecca M. Compressive coded aperture superresolution image reconstruction. Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on. (2008)
  89. Marcia, Roummel F; Willett, Rebecca M. Compressive coded aperture video reconstruction. Signal Processing Conference, 2008 16th European. (2008)
  90. Harmany, Zachary; Willett, Rebecca; Singh, Aarti; Nowak, Robert. Controlling the error in fmri: Hypothesis testing or set estimation?. Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on. (2008)
  91. Harmany, Zachary; Willett, Rebecca; Singh, Aarti; Nowak, Robert. Controlling the error in fmri: Hypothesis testing or set estimation?. Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on. (2008)
  92. Silva, Jorge; Willett, Rebecca. Detection of anomalous meetings in a social network. Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on. (2008)
  93. Marcia, Roummel F; Kim, Changsoon; Kim, Jungsang; Brady, David J; Willett, Rebecca M. Fast disambiguation of superimposed images for increased field of view. Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on. (2008)
  94. Castro, Rui M; Haupt, Jarvis; Nowak, Robert; Raz, Gil M. Finding needles in noisy haystacks. Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on. (2008)
  95. Nowak, Robert. Generalized binary search. Communication, Control, and Computing, 2008 46th Annual Allerton Conference on. (2008)
  96. Zhu, Xiaojin; Goldberg, Andrew B; Rabbat, Michael; Nowak, Robert D. Learning Bigrams from Unigrams.. ACL. (2008)
  97. Bajwa, Waheed U; Sayeed, Akbar M; Nowak, Robert. Learning sparse doubly-selective channels. Communication, Control, and Computing, 2008 46th Annual Allerton Conference on. (2008)
  98. Thouin, Frederic; Coates, Mark; Erikkson, Brian; Nowak, Robert; Scott, Clayton. Learning to satisfy. Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on. (2008)
  99. Eriksson, Brian; Barford, Paul; Nowak, Robert. Network discovery from passive measurements. ACM SIGCOMM Computer Communication Review. (2008)
  100. Eriksson, Brian; Nowak, Robert. A Decision-Theoretic Approach to Transillumination Imaging in Biological Mediums. Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on. (2007)
  101. John, Renu; Brady, David J; Willett, Rebecca M; Gehm, Michael; Schulz, Timothy J. A Snap-Shot Dual-Disperser Imager for Compressive Hyperspectral Imaging. Frontiers in Optics. (2007)
  102. Balzano, Laura; Nowak, Robert. Blind calibration of sensor networks. Proceedings of the 6th international conference on Information processing in sensor networks. (2007)
  103. McCain, Scott T; Willett, Rebecca M; Brady, David J. Coded-excitation Raman spectroscopy for Raman signal estimation in highly fluorescent media. Computational Optical Sensing and Imaging. (2007)
  104. Willett, Rebecca M; Gehm, Michael E; Brady, David J; John, Renu. Compressive Spectral Imaging and Multiscale Reconstruction Methods. Signal Recovery and Synthesis. (2007)
  105. Haupt, Jarvis; Nowak, Robert. Compressive sampling for signal detection. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  106. Willett, Rebecca; Silva, Jorge. Discussion on“The Characterization, Subtraction, and Addition of Astronomical Images”by R. Lupton. Statistical Challenges in Modern Astronomy IV. (2007)
  107. Scott, Clayton; Bellala, Gowtham; Willett, Rebecca. Generalization error analysis for FDR controlled classification. Statistical Signal Processing, 2007. SSP’07. IEEE/SP 14th Workshop on. (2007)
  108. Rabbat, Michael G; Figueiredo, Mario AT; Nowak, Robert D. Genomic network tomography. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  109. Eriksson, Brian; Barford, Paul; Nowak, Robert; Crovella, Mark. Learning network structure from passive measurements. Proceedings of the 7th ACM SIGCOMM conference on Internet measurement. (2007)
  110. Bolstad, Andrew; Van Veen, Barry; Nowak, Robert. Magneto-/electroencephalography with space-time sparse priors. Statistical Signal Processing, 2007. SSP’07. IEEE/SP 14th Workshop on. (2007)
  111. Willett, Rebecca. Multiscale analysis of photon-limited astronomical images. Statistical Challenges in Modern Astronomy IV. (2007)
  112. Willett, Rebecca. Multiscale intensity estimation for marked Poisson processes. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  113. Willett, Rebecca. Multiscale intensity estimation for multi-photon microscopy. Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on. (2007)
  114. Willett, RM; Gehm, Michael E; Brady, David J. Multiscale reconstruction for computational spectral imaging. Electronic Imaging 2007. (2007)
  115. Willett, Rebecca. Multiscale reconstruction for photon-limited shifted excitation Raman spectroscopy. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  116. Krishnamurthy, Kalyani; Willett, Rebecca. Multiscale reconstruction of photon-limited hyperspectral data. Statistical Signal Processing, 2007. SSP’07. IEEE/SP 14th Workshop on. (2007)
  117. Brady, David J; Gehm, Michael; Schulz, Timothy; John, Renu; Willett, Rebecca. Optical designs for compressive single shot spectral imaging. Computational Optical Sensing and Imaging. (2007)
  118. Wagadarikar, Ashwin A; John, Renu; Willett, Rebecca; Brady, David J. Single disperser design for compressive, single-snapshot spectral imaging. Optical Engineering+ Applications. (2007)
  119. Bolstad, Andrew K; Van Veen, Barry D; Nowak, Robert D. Space-time sparsity regularization for the magnetoencephalography inverse problem. Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on. (2007)
  120. Bajwa, Waheed U; Haupt, Jarvis D; Raz, Gil M; Wright, Stephen J; Nowak, Robert D. Toeplitz-structured compressed sensing matrices. Statistical Signal Processing, 2007. SSP’07. IEEE/SP 14th Workshop on. (2007)
  121. Bajwa, Waheed; Haupt, Jarvis; Sayeed, Akbar; Nowak, Robert. A universal matched source-channel communication scheme for wireless sensor ensembles. Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on. (2006)
  122. Singh, Aarti; Nowak, Robert; Ramanathan, Parmesh. Active learning for adaptive mobile sensing networks. Proceedings of the 5th international conference on Information processing in sensor networks. (2006)
  123. Castro, Rui; Haupt, Jarvis; Nowak, Robert. Active learning versus compressive sampling. Defense and Security Symposium. (2006)
  124. McCain, Scott T; Willett, Rebecca; Brady, David J. Coded-Excitation Raman Spectroscopy for Ethanol Chemometrics of Tissue. Frontiers in Optics. (2006)
  125. Haupt, Jarvis; Castro, Rui; Nowak, Robert. Compressed sensing in noisy imaging environments. Electronic Imaging 2006. (2006)
  126. Castro, Rui; Haupt, Jarvis; Nowak, Robert. Compressed sensing vs. active learning. Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on. (2006)
  127. Haupt, Jarvis; Castro, Rui; Nowak, Robert; Fudge, Gerald; Yeh, Alex. Compressive sampling for signal classification. Signals, Systems and Computers, 2006. ACSSC’06. Fortieth Asilomar Conference on. (2006)
  128. Haupt, Jarvis; Nowak, Robert. Compressive sampling vs. conventional imaging. Image Processing, 2006 IEEE International Conference on. (2006)
  129. Bajwa, Waheed; Haupt, Jarvis; Sayeed, Akbar; Nowak, Robert. Compressive wireless sensing. Proceedings of the 5th international conference on Information processing in sensor networks. (2006)
  130. Rabbat, Michael; Haupt, Jarvis; Singh, Aarti; Nowak, Robert. Decentralized compression and predistribution via randomized gossiping. Proceedings of the 5th international conference on Information processing in sensor networks. (2006)
  131. Rabbat, Michael G; Figueiredo, Mário; Nowak, Robert. Inferring network structure from co-occurrences. Advances in Neural Information Processing Systems. (2006)
  132. Eriksson, Brian; Nowak, Robert. Maximum likelihood methods for time-resolved imaging through turbid media. Image Processing, 2006 IEEE International Conference on. (2006)
  133. Tsang, Yolanda; Yildiz, Mehmet; Barford, Paul; Nowak, Robert. On the performance of round trip time network tomography. Communications, 2006. ICC’06. IEEE International Conference on. (2006)
  134. Figueiredo, Mario; Dias, J Bioucas; Oliveira, Joao P; Nowak, Robert D; others. On total variation denoising: A new majorization-minimization algorithm and an experimental comparisonwith wavalet denoising. Image Processing, 2006 IEEE International Conference on. (2006)
  135. Shankar, Mohan; Willett, Rebecca; Pitsianis, Nikos; Brady, David; Schulz, Timothy; Gibbons, Bob; Te Kolste, Bob; Carriere, James; Chen, Caihua. Ultra-Thin Multi-Aperture LWIR Imagers. Frontiers in Optics. (2006)
  136. Shankar, Mohan; Willett, Rebecca; Pitsianis, NP; Te Kolste, Robert; Chen, C; Gibbons, Robert; Brady, DJ. Ultra-thin multiple-channel LWIR imaging systems. SPIE Optics+ Photonics. (2006)
  137. Figueiredo, Mário AT; Nowak, Robert D. A bound optimization approach to wavelet-based image deconvolution. Image Processing, 2005. ICIP 2005. IEEE International Conference on. (2005)
  138. Willett, Rebecca; Nowak, Robert; Castro, Rui M. Faster rates in regression via active learning. Advances in Neural Information Processing Systems. (2005)
  139. Willett, Rebecca; Nowak, Robert; Castro, Rui M. Faster rates in regression via active learning. Advances in Neural Information Processing Systems. (2005)
  140. Rabbat, Michael G; Nowak, Robert D; Bucklew, James; others. Generalized consensus computation in networked systems with erasure links. Signal Processing Advances in Wireless Communications, 2005 IEEE 6th Workshop on. (2005)
  141. Willett, Rebecca; Nowak, Robert. Level set estimation in medical imaging. Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on. (2005)
  142. Willett, Rebecca; Nowak, Robert. Level set estimation in medical imaging. Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on. (2005)
  143. Willett, Rebecca; Nowak, Robert. Level set estimation via trees [signal processing applications]. Acoustics, Speech, and Signal Processing, 2005. Proceedings.(ICASSP’05). IEEE International Conference on. (2005)
  144. Willett, Rebecca; Nowak, Robert. Level set estimation via trees [signal processing applications]. Acoustics, Speech, and Signal Processing, 2005. Proceedings.(ICASSP’05). IEEE International Conference on. (2005)
  145. Bajwa, Waheed; Sayeed, Akbar; Nowak, Robert. Matched source-channel communication for field estimation in wireless sensor networks. Proceedings of the 4th international symposium on Information processing in sensor networks. (2005)
  146. Willett, Rebecca M; Nowak, Robert D. Minimax optimal level set estimation. Optics & Photonics 2005. (2005)
  147. Willett, Rebecca M; Nowak, Robert D. Minimax optimal level set estimation. Optics & Photonics 2005. (2005)
  148. Rabbat, Michael; Nowak, Robert; Bucklew, James A. Robust decentralized source localization via averaging.. ICASSP (5). (2005)
  149. Haupt, Jarvis; Nowak, Robert. Signal reconstruction from noisy randomized projections with applications to wireless sensing. Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on. (2005)
  150. Willett, Rebecca M; Martin, Aline M; Nowak, Robert D. Adaptive sampling for wireless sensor networks. Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on. (2004)
  151. Willett, Rebecca M; Martin, Aline M; Nowak, Robert D. Adaptive sampling for wireless sensor networks. Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on. (2004)
  152. Willett, Rebecca; Martin, Aline; Nowak, Robert. Backcasting: adaptive sampling for sensor networks. Proceedings of the 3rd international symposium on Information processing in sensor networks. (2004)
  153. Willett, Rebecca; Martin, Aline; Nowak, Robert. Backcasting: adaptive sampling for sensor networks. Proceedings of the 3rd international symposium on Information processing in sensor networks. (2004)
  154. Castro, Rui; Willett, Rebecca; Nowak, Robert. Coarse-to-fine manifold learning [image processing example]. Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP’04). IEEE International Conference on. (2004)
  155. Castro, Rui; Willett, Rebecca; Nowak, Robert. Coarse-to-fine manifold learning [image processing example]. Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP’04). IEEE International Conference on. (2004)
  156. Willett, Rebecca M; Nowak, Robert D. Complexity-regularized multiresolution density estimation. Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on. (2004)
  157. Willett, Rebecca M; Nowak, Robert D. Complexity-regularized multiresolution density estimation. Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on. (2004)
  158. Rabbat, Michael G; Nowak, Robert D. Decentralized source localization and tracking [wireless sensor networks]. Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP’04). IEEE International Conference on. (2004)
  159. Rabbat, Michael; Nowak, Robert. Distributed optimization in sensor networks. Proceedings of the 3rd international symposium on Information processing in sensor networks. (2004)
  160. Bajwa, Waheed; Sayeed, Akbar; Nowak, Robert. Efficient communication strategies for distributed signal field estimation. Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on. (2004)
  161. Willett, Rebecca M; Nowak, Robert D. Fast multiresolution photon-limited image reconstruction. Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on. (2004)
  162. Willett, Rebecca M; Nowak, Robert D. Fast multiresolution photon-limited image reconstruction. Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on. (2004)
  163. Willett, Rebecca; Nowak, Robert. Fast, near-optimal, multiresolution estimation of Poisson signals and images. Signal Processing Conference, 2004 12th European. (2004)
  164. Willett, Rebecca; Nowak, Robert. Fast, near-optimal, multiresolution estimation of Poisson signals and images. Signal Processing Conference, 2004 12th European. (2004)
  165. Rabbat, Michael; Nowak, Robert; Coates, Mark. Multiple source, multiple destination network tomography. INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies. (2004)
  166. Tsang, Yolanda; Yildiz, Mehmet; Barford, Paul; Nowak, Robert. Network radar: tomography from round trip time measurements. Proceedings of the 4th ACM SIGCOMM conference on Internet measurement. (2004)
  167. Scott, Clayton; Nowak, Robert. On the adaptive properties of decision trees. Advances in Neural Information Processing Systems. (2004)
  168. Willett, RM; Jermyn, Ian; Nowak, RD; Zerubia, Josiane. Wavelet-based superresolution in astronomy. Astronomical Data Analysis Software and Systems (ADASS) XIII. (2004)
  169. Willett, RM; Jermyn, Ian; Nowak, RD; Zerubia, Josiane. Wavelet-based superresolution in astronomy. Astronomical Data Analysis Software and Systems (ADASS) XIII. (2004)
  170. Scott, C; Nowak, R. A multiresolution approach to pattern recognition. Statistical Signal Processing, 2003 IEEE Workshop on. (2003)
  171. Scott, Clayton D; Willett, Rebecca M; Nowak, Robert D. CORT: Classification or regression trees. Acoustics, Speech, and Signal Processing, 2003. Proceedings.(ICASSP’03). 2003 IEEE International Conference on. (2003)
  172. Scott, Clayton D; Willett, Rebecca M; Nowak, Robert D. CORT: Classification or regression trees. Acoustics, Speech, and Signal Processing, 2003. Proceedings.(ICASSP’03). 2003 IEEE International Conference on. (2003)
  173. Nowak, Robert. Distributed EM algorithms for density estimation in sensor networks. Acoustics, Speech, and Signal Processing, 2003. Proceedings.(ICASSP’03). 2003 IEEE International Conference on. (2003)
  174. Wagner, Rene; Nowak, Robert; Baraniuk, Richard. Distributed image compression for sensor networks using correspondence analysis and super-resolution. Image processing, 2003. ICIP 2003. Proceedings. 2003 international conference on. (2003)
  175. Coates, Mark; Rabbat, Michael; Nowak, Robert. Merging logical topologies using end-to-end measurements. Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement. (2003)
  176. Willett, Rebecca M; Nowak, Robert D. Multiscale likelihood analysis and image reconstruction. Optical Science and Technology, SPIE’s 48th Annual Meeting. (2003)
  177. Willett, Rebecca M; Nowak, Robert D. Multiscale likelihood analysis and image reconstruction. Optical Science and Technology, SPIE’s 48th Annual Meeting. (2003)
  178. Scott, Clayton; Nowak, Robert. Near-minimax optimal classification with dyadic classification trees. Advances in neural information processing systems. (2003)
  179. Wan, Yi; Nowak, Robert D. An efficient algorithm for frame-based signal processing. Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on. (2002)
  180. Baraniuk, Richard G; Burrus, C Sidney; Hendricks, BM; Henry, GL; Hero, Alfred O; Johnson, Don H; Jones, Douglas L; Kusuma, Julius; Nowak, Robert D; Odegard, JE; others. Connexions: DSP education for a networked world. Acoustics, speech, and signal processing (ICASSP), 2002 IEEE international conference on. (2002)
  181. Scott, Clayton; Nowak, Robert. Dyadic classification trees via structural risk minimization. Advances in Neural Information Processing Systems. (2002)
  182. Figueiredo, Mário AT; Nowak, Robert D. Image restoration under wavelet-domain priors: an expectation-maximization approach. Image Processing. 2002. Proceedings. 2002 International Conference on. (2002)
  183. Coates, Mark; Castro, Rui; Nowak, Robert; Gadhiok, Manik; King, Ryan; Tsang, Yolanda. Maximum likelihood network topology identification from edge-based unicast measurements. ACM SIGMETRICS Performance Evaluation Review. (2002)
  184. Willett, Rebecca M; Nowak, Robert D. Multiresolution nonparametric intensity and density estimation. Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on. (2002)
  185. Willett, Rebecca M; Nowak, Robert D. Multiresolution nonparametric intensity and density estimation. Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on. (2002)
  186. Willett, RM; Nowak, RD; Kolaczyk, ED. Multiscale Analysis of Photon-Limited Astronomical Signals and Images. Bulletin of the American Astronomical Society. (2002)
  187. Willett, RM; Nowak, RD; Kolaczyk, ED. Multiscale Analysis of Photon-Limited Astronomical Signals and Images. Bulletin of the American Astronomical Society. (2002)
  188. Nowak, Robert D; Kolaczyk, Eric D. Multiscale maximum penalized likelihood estimators. Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on. (2002)
  189. Rabbat, Michael; Nowak, Robert; Coates, Mark. Network tomography and the identification of shared infrastructure. Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on. (2002)
  190. Tsang, Yolanda; Coates, Mark; Nowak, Robert. Nonparametric internet tomography. Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on. (2002)
  191. Willett, Rebecca M; Nowak, Robert D. Platelets for multiscale analysis in medical imaging. Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint. (2002)
  192. Willett, Rebecca M; Nowak, Robert D. Platelets for multiscale analysis in medical imaging. Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint. (2002)
  193. Willett, Rebecca M; Nowak, Robert D. Platelets for multiscale analysis in photon-limited imaging. Image Processing. 2002. Proceedings. 2002 International Conference on. (2002)
  194. Willett, Rebecca M; Nowak, Robert D. Platelets for multiscale analysis in photon-limited imaging. Image Processing. 2002. Proceedings. 2002 International Conference on. (2002)
  195. Jalobeanu, André; Nowak, Robert D; Zerubia, Josiane; Figueiredo, Mario AT. Satellite and aerial image deconvolution using an EM method with complex wavelets. Image Processing. 2002. Proceedings. 2002 International Conference on. (2002)
  196. Scott, Clayton D; Nowak, Robert D. Using wavelets to learn pattern templates. AeroSense 2002. (2002)
  197. Figueiredo, Mario AT; Nowak, Robert D. Wavelet-based adaptive image deconvolution. Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on. (2002)
  198. Wan, Yi; Nowak, Robert D. A wavelet-based statistical model for image restoration. Image Processing, 2001. Proceedings. 2001 International Conference on. (2001)
  199. Ndili, Unoma; Nowak, Robert D; Figueiredo, Mário AT. Coding theoretic approach to image segmentation. Image Processing, 2001. Proceedings. 2001 International Conference on. (2001)
  200. Ndili, Unoma; Baraniuk, Richard G; Choi, Hyeokho; Nowak, Robert D; Figueiredo, Mario AT. Coding theoretic approach to segmentation and robust CFAR-detection for ladar images. Aerospace/Defense Sensing, Simulation, and Controls. (2001)
  201. Ndili, Unoma I; Nowak, Robert D; Baraniuk, Richard G; Choi, Hyeokho; Figueiredo, Mario. Coding-theoretic approach to SAR image segmentation. Aerospace/Defense Sensing, Simulation, and Controls. (2001)
  202. Nowak, Robert D; Figueiredo, Mário AT. Fast wavelet-based image deconvolution using the EM algorithm. Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on. (2001)
  203. Coates, Mark J; Nowak, Robert D. Network tomography for internal delay estimation. Acoustics, Speech, and Signal Processing, 2001. Proceedings.(ICASSP’01). 2001 IEEE International Conference on. (2001)
  204. Tsang, Yolanda; Coates, Mark; Nowak, Robert. Passive network tomography using EM algorithms. Acoustics, Speech, and Signal Processing, 2001. Proceedings.(ICASSP’01). 2001 IEEE International Conference on. (2001)
  205. Borran, M Jaber; Nowak, Robert D. Wavelet-based denoising using hidden Markov models. Acoustics, Speech, and Signal Processing, 2001. Proceedings.(ICASSP’01). 2001 IEEE International Conference on. (2001)
  206. Wan, Yi; Nowak, Robert D. A new Bayesian model averaging framework for wavelet-based signal processing. Acoustics, Speech, and Signal Processing, 2000. ICASSP’00. Proceedings. 2000 IEEE International Conference on. (2000)
  207. Wan, Yi; Nowak, Robert. A new multiscale Bayesian model averaging framework for texture segmentation. Image Processing, 2000. Proceedings. 2000 International Conference on. (2000)
  208. Scott, Clayton; Nowak, Robert. A novel hierarchical wavelet-based framework for pattern analysis and synthesis. Image Analysis and Interpretation, 2000. Proceedings. 4th IEEE Southwest Symposium. (2000)
  209. Nowak, Robert D; Kolaczyk, E; Lalush, D; Tsui, B. Bayesian multiscale tomographic reconstruction. Acoustics, Speech, and Signal Processing, 2000. ICASSP’00. Proceedings. 2000 IEEE International Conference on. (2000)
  210. Scott, Clayton D; Nowak, Robert D. Hierarchical wavelet-based image model for pattern analysis and synthesis. International Symposium on Optical Science and Technology. (2000)
  211. Neelamani, Ramesh; Nowak, Robert; Baraniuk, Richard. Model-based inverse halftoning with wavelet-vaguelette deconvolution. Image Processing, 2000. Proceedings. 2000 International Conference on. (2000)
  212. Coates, Mark; Nowak, Robert. Networks for networks: Internet analysis using graphical statistical models. Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop. (2000)
  213. Wan, Yi; Nowak, Robert D. Overcomplete image representations and locally best model selection. Image Analysis and Interpretation, 2000. Proceedings. 4th IEEE Southwest Symposium. (2000)
  214. Tsang, Yolanda; Tsang, A; Coates, Mark; Nowak, Robert. Passive unicast network tomography based on TCP monitoring. Rice University, ECE Department. (2000)
  215. Scott, Clayton; Nowak, Robert. Pattern extraction and synthesis using a hierarchical wavelet-based framework. Image Processing, 2000. Proceedings. 2000 International Conference on. (2000)
  216. Kolaczyk, Eric D; Nowak, Robert D. Reconstruction in emission tomography via a Bayesian multiscale statistical framework. International Symposium on Optical Science and Technology. (2000)
  217. Coates, Mark; Nowak, Robert. Unicast network tomography using EM algorithms. In Proceedings of the IEEE International Conferenceon Acoustics, Speech, and Signal Processing. (2000)
  218. Venkatachalam, Vidya; Nowak, Robert D; Baraniuk, Richard G; Figueiredo, Mario AT. Unsupervised SAR image segmentation using recursive partitioning. AeroSense 2000. (2000)
  219. Nowak, Robert D; Figueiredo, Mário AT. Unsupervised segmentation of Poisson data. icpr. (2000)
  220. Nowak, Robert; Kolaczyk, Eric D. A Bayesian multiscale framework for Poisson inverse problems. Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on. (1999)
  221. Nowak, RD; Kolaczyk, E; Lalush, D; Tsui, B. A Bayesian multiscale framework for SPECT. Nuclear Science Symposium, 1999. Conference Record. 1999 IEEE. (1999)
  222. Wan, Yi; Nowak, Robert D. Bayesian multiscale approach to joint image restoration and edge detection. SPIE’s International Symposium on Optical Science, Engineering, and Instrumentation. (1999)
  223. Figueiredo, Mario AT; Nowak, Robert D. Bayesian wavelet-based image estimation using noninformative priors. SPIE’s International Symposium on Optical Science, Engineering, and Instrumentation. (1999)
  224. Kolaczyk, ED; Nowak, RD. Deconvolution of Poisson-Limited Data Using a Bayesian Multi-Scale Model. Bulletin of the American Astronomical Society. (1999)
  225. Timmermann, KE; Nowak, RD; Jones, KJ. Improved emission tomography via multiscale sinogram analysis. Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on. (1999)
  226. Claypoole Jr, Roger L; Baraniuk, Richard G; Nowak, Robert D. Lifting for nonlinear wavelet processing. SPIE’s International Symposium on Optical Science, Engineering, and Instrumentation. (1999)
  227. Nowak, Robert D. Multiscale hidden Markov models for photon-limited imaging. SPIE’s International Symposium on Optical Science, Engineering, and Instrumentation. (1999)
  228. Wan, Yi; Nowak, Robert D. Quasi-circular rotation invariance in image denoising. Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on. (1999)
  229. Nowak, Robert D; Figueiredo, Mario; others. Unsupervised progressive parsing of Poisson fields using minimum description length criteria. Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on. (1999)
  230. Nowak, Robert; Kolaczyk, Eric D. A multiscale MAP estimation method for Poisson inverse problems. Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on. (1998)
  231. Timmermann, Klaus E; Nowak, Robert D. A multiscale-based Bayesian approach to SPECT. Nuclear Science Symposium, 1998. Conference Record. 1998 IEEE. (1998)
  232. Claypoole Jr, Roger L; Baraniuk, Richard G; Nowak, Robert D. Adaptive wavelet transforms via lifting. Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on. (1998)
  233. Nowak, Robert D. Fractal modeling and analysis of poisson processes. Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on. (1998)
  234. Nowak, Robert D; Timmermann, Klaus E. Stationary wavelet-based intensity models for photon-limited imaging. Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on. (1998)
  235. Timmermann, Klaus E; Nowak, Robert D. Wavelet-domain modeling and estimation of Poisson processes. Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on. (1998)
  236. Nowak, Robert D; Thul, Michael J. Wavelet-vaguelette restoration in photon-limited imaging. Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on. (1998)
  237. Timmermann, KE; Nowak, RD. Multiscale Bayesian estimation of Poisson intensities. Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on. (1997)
  238. Gregg, RL; Nowak, RD. Noise removal methods for high resolution MRI. Nuclear Science Symposium, 1997. IEEE. (1997)
  239. Crouse, Matthew S; Baraniuk, Richard G; Nowak, Robert D. Signal estimation using wavelet-Markov models. Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on. (1997)
  240. Crouse, Matthew S; Nowak, Robert D; Baraniuk, Richard G. Statistical signal processing using wavelet-domain hidden Markov models. Optical Science, Engineering and Instrumentation’97. (1997)
  241. Nowak, Robert D; Baraniuk, Richard G. Wavelet domain filtering for photon imaging systems. Optical Science, Engineering and Instrumentation’97. (1997)
  242. Timmermnan, KE; Nowak, Robert D. Wavelet-domain filtering for photon imaging: a Bayesian estimation approach. Nuclear Science Symposium, 1997. IEEE. (1997)
  243. Crouse, Matthew S; Nowak, Robert D; Mhirsi, K; Baraniuk, Richard G. Wavelet-domain hidden Markov models for signal detection and classification. Optical Science, Engineering and Instrumentation’97. (1997)
  244. Crouse, Matthew S; Baraniuk, Richard G; Nowak, Robert D. Hidden Markov models for wavelet-based signal processing. Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on. (1996)
  245. Nowak, Robert D; Baraniuk, Richard G. Optimally weighted highpass filters using multiscale analysis. Image Analysis and Interpretation, 1996., Proceedings of the IEEE Southwest Symposium on. (1996)
  246. Nowak, Robert D. Volterra filter identification using penalized least squares. icassp. (1996)
  247. Nowak, Robert D; Nowak, David J; Baraniuk, Richard G; Hellman, Robert S. Wavelet domain filtering for nuclear medicine imaging. Nuclear Science Symposium, 1996. Conference Record., 1996 IEEE. (1996)
  248. Nowak, Robert D; Baraniuk, Richard G. Wavelet-based decompositions for nonlinear signal processing. SPIE’s 1996 International Symposium on Optical Science, Engineering, and Instrumentation. (1996)
  249. Nowak, Robert D; Van Veen, Barry D. Reduced parameter Volterra filters. icassp. (1995)
  250. Nowak, Robert D; Van Veen, Barry D. Volterra filtering with spectral constraints. Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on. (1994)
  251. Nowak, RD; Van Veen, BD. Nonlinear system identification with pseudorandom multilevel excitation sequences. Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on. (1993)
  252. Nowak, RD; Van Veen, BD. Random and pseudorandom excitation sequences for nonlinear system identification. Nonlinear Digital Signal Processing, 1993. IEEE Winter Workshop on. (1993)
  253. Rabbat, Michael; Nowak, Robert; Coates, Mark. Multiple source network tomography: a hypothesis-testing approach. Statistical Signal Processing, 2003 IEEE Workshop on
  254. Orchard, M; Nowak, Robert. Sensor networks for discovery. Statistical Signal Processing, 2003 IEEE Workshop on

Journal Articles

  1. Pimentel-Alarcón, Daniel L; Boston, Nigel; Nowak, Robert D. A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion. arXiv preprint arXiv:1503.02596. (2015)
  2. Mueller, Jenna L; Fu, Henry L; Mito, Jeffrey K; Whitley, Melodi J; Chitalia, Rhea; Erkanli, Alaattin; Dodd, Leslie; Cardona, Diana M; Geradts, Joseph; Willett, Rebecca M; others. A quantitative microscopic approach to predict local recurrence based on in vivo intraoperative imaging of sarcoma tumor margins. International Journal of Cancer. (2015)
  3. Dasarathy, Gautam; Nowak, Robert; Roch, Sebastien. Data requirement for phylogenetic inference from multiple loci: a new distance method. Computational Biology and Bioinformatics, IEEE/ACM Transactions on. (2015)
  4. Ganti, Ravi; Rao, Nikhil; Willett, Rebecca M; Nowak, Robert. Learning Single Index Models in High Dimensions. arXiv preprint arXiv:1506.08910. (2015)
  5. Hall, Eric C; Willett, Rebecca M. Online Convex Optimization in Dynamic Environments. (2015)
  6. Dasarathy, Gautam; Nowak, Robert; Zhu, Xiaojin. S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification. arXiv preprint arXiv:1506.08760. (2015)
  7. Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert D. Sketching Sparse Matrices, Covariances, and Graphs via Tensor Products. Information Theory, IEEE Transactions on. (2015)
  8. Jamieson, Kevin; Katariya, Sumeet; Deshpande, Atul; Nowak, Robert. Sparse Dueling Bandits. arXiv preprint arXiv:1502.00133. (2015)
  9. Ganti, Ravi; Willett, Rebecca M. Sparse Linear Regression With Missing Data. arXiv preprint arXiv:1503.08348. (2015)
  10. Vats, Divyanshu; Nowak, Robert D. A junction tree framework for undirected graphical model selection. The Journal of Machine Learning Research. (2014)
  11. Vats, Divyanshu; Nowak, Robert D; Baraniuk, Richard G. Active Learning for Undirected Graphical Model Selection. arXiv preprint arXiv:1404.3418. (2014)
  12. Rao, Nikhil; Nowak, Robert; Cox, Christopher; Rogers, Timothy. Classification with Sparse Overlapping Groups. arXiv preprint arXiv:1402.4512. (2014)
  13. Bredfeldt, Jeremy S; Liu, Yuming; Pehlke, Carolyn A; Conklin, Matthew W; Szulczewski, Joseph M; Inman, David R; Keely, Patricia J; Nowak, Robert D; Mackie, Thomas R; Eliceiri, Kevin W. Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer. Journal of biomedical optics. (2014)
  14. Pimentel-Alarcón, Daniel L; Nowak, Robert D; Boston, Nigel. Deterministic conditions for subspace identifiability from incomplete sampling. arXiv preprint arXiv:1410.0633. (2014)
  15. Rao, N; Nowak, Robert; Cox, Christopher R; Rogers, Timothy T. Logistic regression with structured sparsity. Journal of machine learning research. (2014)
  16. Jiang, Xin; Raskutti, Garvesh; Willett, Rebecca. Minimax optimal rates for Poisson inverse problems with physical constraints. arXiv preprint arXiv:1403.6532. (2014)
  17. Malloy, Matthew L; Nowak, Robert D. Near-optimal adaptive compressed sensing. Information Theory, IEEE Transactions on. (2014)
  18. Borkowski, Kazimierz J; Reynolds, Stephen P; Green, David A; Hwang, Una; Petre, Robert; Krishnamurthy, Kalyani; Willett, Rebecca. Nonuniform Expansion of the Youngest Galactic Supernova Remnant G1. 9+ 0.3. The Astrophysical Journal Letters. (2014)
  19. Guan, Peng; Raginsky, Maxim; Willett, Rebecca M. Online Markov decision processes with Kullback–Leibler control cost. Automatic Control, IEEE Transactions on. (2014)
  20. Routtenberg, Tirza; Xie, Yingtao; Willett, Rebecca M; Tong, Lihua. PMU-Based Detection of Imbalance in Three-Phase Power Systems. (2014)
  21. Salmon, Joseph; Harmany, Zachary; Deledalle, Charles-Alban; Willett, Rebecca. Poisson noise reduction with non-local PCA. Journal of mathematical imaging and vision. (2014)
  22. Nichols, Jonathan M; Oh, Albert K; Willett, Rebecca M. Reducing basis mismatch in harmonic signal recovery via alternating convex search. Signal Processing Letters, IEEE. (2014)
  23. Malloy, Matthew L; Nowak, Robert D. Sequential testing for sparse recovery. Information Theory, IEEE Transactions on. (2014)
  24. Figueiredo, Mario AT; Nowak, Robert D. Sparse estimation with strongly correlated variables using ordered weighted l1 regularization. arXiv preprint arXiv:1409.4005. (2014)
  25. Willett, Rebecca M; Duarte, Marco F; Davenport, Mark; Baraniuk, Richard G; others. Sparsity and structure in hyperspectral imaging: Sensing, reconstruction, and target detection. Signal Processing Magazine, IEEE. (2014)
  26. Pimentel-Alarcón, Daniel L; Nowak, Robert D; Boston, Nigel. To lie or not to lie in a subspace. arXiv preprint arXiv:1408.5544. (2014)
  27. Hall, Eric C; Willett, Rebecca M. Tracking Dynamic Point Processes on Networks. arXiv preprint arXiv:1409.0031. (2014)
  28. Vats, Divyanshu; Nowak, Robert. A Junction Tree Framework for Undirected Graphical Model Selection. arXiv preprint arXiv:1304.4910. (2013)
  29. Raginsky, Maxim; Silva, Jorge G; Lazebnik, Svetlana; Willett, Rebecca. A recursive procedure for density estimation on the binary hypercube. Electronic Journal of Statistics. (2013)
  30. Rao, Nikhil; Nowak, R. Adaptive sensing with structured sparsity. Proc. IEEE Conf. on Acoustics, Speech, and Signal Processing. (2013)
  31. Guhaniyogi, Rajarshi; Willett, Rebecca M; Dunson, David B. Approximated Bayesian Inference for Massive Streaming Data. (2013)
  32. Xie, Yao; Huang, Jiaji; Willett, Rebecca. Change-point detection for high-dimensional time series with missing data. Selected Topics in Signal Processing, IEEE Journal of. (2013)
  33. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. Compressive Coded Aperture Keyed Exposure Imaging with Optical Flow Reconstruction. arXiv preprint arXiv:1306.6281. (2013)
  34. Mueller, J; Harmany, Z; Mito, J; Kennedy, S; Kim, Y; Dodd, L; Geradts, J; Kirsch, D; Willett, R; Brown, JQ; others. Data set for" Quantitative segmentation of fluorescence microscopy images of heterogeneous tissue: Application to the detection of residual disease in tumor margins". (2013)
  35. Hall, Eric C; Willett, Rebecca M. Dynamical models and tracking regret in online convex programming. arXiv preprint arXiv:1301.1254. (2013)
  36. Saligrama, Venkatesh; Arias-Castro, Ery; Chellappa, Rama; Hero, Alfred O; Nowak, Robert; Veeravalli, Venugopal V. Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals. Selected Topics in Signal Processing, IEEE Journal of. (2013)
  37. Jain, Swayambhoo; Soni, Akshay; Haupt, Jarvis; Rao, Nikhil; Nowak, Robert. Knowledge-enhanced compressive measurement designs for estimating sparse signals in clutter. Proc. Signal Processing with Adaptive Sparse Structured Representations (SPARS). (2013)
  38. Krishnamurthy, Kalyani; Bajwa, Waheed U; Willett, Rebecca. Level set estimation from projection measurements: Performance guarantees and fast computation. SIAM Journal on Imaging Sciences. (2013)
  39. Jamieson, Kevin; Malloy, Matthew; Nowak, Robert; Bubeck, Sebastien. On finding the largest mean among many. arXiv preprint arXiv:1306.3917. (2013)
  40. Hall, Eric C; Willett, Rebecca M. Online optimization in dynamic environments. arXiv preprint arXiv:1307.5944. (2013)
  41. Mueller, Jenna L; Harmany, Zachary T; Mito, Jeffrey K; Kennedy, Stephanie A; Kim, Yongbaek; Dodd, Leslie; Geradts, Joseph; Kirsch, David G; Willett, Rebecca M; Brown, J Quincy; others. Quantitative Segmentation of Fluorescence Microscopy Images of Heterogeneous Tissue: Application to the Detection of Residual Disease in Tumor Margins. (2013)
  42. Guan, Peng; Raginsky, Maxim; Willett, Rebecca. Relax but stay in control: from value to algorithms for online Markov decision processes. arXiv preprint arXiv:1310.7300. (2013)
  43. Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert. Sketching sparse matrices. arXiv preprint arXiv:1303.6544. (2013)
  44. Borkowski, Kazimierz J; Reynolds, Stephen P; Hwang, Una; Green, David A; Petre, Robert; Krishnamurthy, Kalyani; Willett, Rebecca. Supernova Ejecta in the Youngest Galactic Supernova Remnant G1. 9+ 0.3. The Astrophysical Journal Letters. (2013)
  45. Bouman, Charles; Nowak, Robert; Scaglione, Anna. Technical program overview. 2013 IEEE Global Conference on Signal and Information Processing. (2013)
  46. Malloy, Matthew L; Tang, Gongguo; Nowak, Robert D. The sample complexity of search over multiple populations. Information Theory, IEEE Transactions on. (2013)
  47. Jamieson, Kevin; Malloy, Matthew; Nowak, Robert; Bubeck, Sébastien. lil’UCB: An Optimal Exploration Algorithm for Multi-Armed Bandits. arXiv preprint arXiv:1312.7308. (2013)
  48. Haupt, Jarvis; Nowak, Robert. 6 Adaptive sensing for sparse recovery. Compressed Sensing: Theory and Applications. (2012)
  49. Cheung, Bing Leung Patrick; Nowak, Robert; Lee, Hyong Chol; Drongelen, Wim; Veen, Barry D. Cross validation for selection of cortical interaction models from scalp EEG or MEG. Biomedical Engineering, IEEE Transactions on. (2012)
  50. Eriksson, Brian; Dasarathy, Gautam; Barford, Paul; Nowak, Robert. Efficient network tomography for internet topology discovery. IEEE/ACM Transactions on Networking (TON). (2012)
  51. Yang, Jing; Draper, Stark; Nowak, Robert. Learning the interference graph of a wireless network. arXiv preprint arXiv:1208.0562. (2012)
  52. Jiao, Jiantao; Zhang, Lin; Nowak, Robert D. Minimax-optimal bounds for detectors based on estimated prior probabilities. Information Theory, IEEE Transactions on. (2012)
  53. Nowak, Robert D. Models for Bayesian Image Analysis. Bayesian Inference in Wavelet-Based Models. (2012)
  54. Malloy, Matthew L; Nowak, Robert D. Near-optimal compressive binary search. arXiv preprint arXiv:1203.1804. (2012)
  55. Arias-Castro, Ery; Salmon, Joseph; Willett, Rebecca. Oracle inequalities and minimax rates for nonlocal means and related adaptive kernel-based methods. SIAM Journal on Imaging Sciences. (2012)
  56. Scott, C; Nowak, R; Jeon, Charles. Paper Review: A Neyman-Pearson Approach to Statistical Learning. (2012)
  57. Eriksson, Brian; Barford, Paul; Maggs, Bruce; Nowak, Robert. Posit: a lightweight approach for IP geolocation. ACM SIGMETRICS Performance Evaluation Review. (2012)
  58. Xu, Jun-Ming; Bhargava, Aniruddha; Nowak, Robert; Zhu, Xiaojin. Robust Spatio-Temporal Signal Recovery from Noisy Counts in Social Media. arXiv preprint arXiv:1204.2248. (2012)
  59. Raginsky, Maxim; Willett, Rebecca M; Horn, Corinne; Silva, Jorge; Marcia, Roummel F. Sequential anomaly detection in the presence of noise and limited feedback. Information Theory, IEEE Transactions on. (2012)
  60. Haupt, Jarvis; Baraniuk, Richard; Castro, Rui; Nowak, Robert. Sequentially designed compressed sensing. Statistical Signal Processing Workshop (SSP). (2012)
  61. Rao, Nikhil; Recht, Benjamin; Nowak, Robert. Signal recovery in unions of subspaces with applications to compressive imaging. arXiv preprint arXiv:1209.3079. (2012)
  62. Xu, Jun-Ming; Bhargava, Aniruddha; Nowak, Robert; Zhu, Xiaojin. Socioscope: Spatio-temporal signal recovery from social media. Machine Learning and Knowledge Discovery in Databases. (2012)
  63. Krishnamurthy, Kalyani; Willett, Rebecca; Raginsky, Maxim. Target detection performance bounds in compressive imaging. EURASIP Journal on Advances in Signal Processing. (2012)
  64. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. This is SPIRAL-TAP: sparse Poisson intensity reconstruction algorithms—theory and practice. Image Processing, IEEE Transactions on. (2012)
  65. Eriksson, Brian; Dasarathy, Gautam; Singh, Aarti; Nowak, Robert. Active clustering: Robust and efficient hierarchical clustering using adaptively selected similarities. arXiv preprint arXiv:1102.3887. (2011)
  66. Jamieson, Kevin G; Nowak, Robert D. Active ranking in practice: General ranking functions with sample complexity bounds. Annual Conference on Neural Information Processing Systems workshop. (2011)
  67. Bolstad, Andrew; Van Veen, Barry D; Nowak, Robert. Causal network inference via group sparse regularization. Signal Processing, IEEE Transactions on. (2011)
  68. Willett, Rebecca M; Marcia, Roummel F; Nichols, Jonathan M. Compressed sensing for practical optical imaging systems: a tutorial. Optical Engineering. (2011)
  69. Marcia, Roummel F; Willett, Rebecca M; Harmany, Zachary T. Compressive optical imaging: architectures and algorithms. Optical and Digital Image Processing: Fundamentals and Applications. (2011)
  70. Haupt, Jarvis; Castro, Rui M; Nowak, Robert. Distilled sensing: Adaptive sampling for sparse detection and estimation. Information Theory, IEEE Transactions on. (2011)
  71. Parrish, Christopher E; Jeong, Inseong; Nowak, Robert D; Smith, R Brent. Empirical Comparison of Full-Waveform Lidar Algorithms. Photogrammetric Engineering & Remote Sensing. (2011)
  72. Willett, Rebecca. Errata: Sampling trajectories for sparse image recovery. (2011)
  73. Carlton, Ashley K; Borkowski, Kazimierz J; Reynolds, Stephen P; Hwang, Una; Petre, Robert; Green, David A; Krishnamurthy, Kalyani; Willett, Rebecca. Expansion of the Youngest Galactic Supernova Remnant G1. 9+ 0.3. The Astrophysical Journal Letters. (2011)
  74. Balzano, Laura; Nowak, Robert D. Handling Missing and Corrupted Data in High-Dimensional Inference. (2011)
  75. Eriksson, Brian; Balzano, Laura; Nowak, Robert. High-rank matrix completion and subspace clustering with missing data. arXiv preprint arXiv:1112.5629. (2011)
  76. Eriksson, Brian; Barford, Paul; Sommers, Joel; Nowak, Robert. Inferring Unseen Components of the Internet Core. Selected Areas in Communications, IEEE Journal on. (2011)
  77. Ybarra, Gary A; Collins, Leslie M; Huettel, Lisa G; BROWN, APRIL S; COONLEY, KIPD; MASSOUD, HISHAM Z; BOARD, JOHN A; CUMMER, STEVEN A; CHOUDHURY, ROMIT ROY; GUSTAFSON, MICHAEL R; others. Integrated Sensing and Information Processing Theme-Based Redesign of the Undergraduate Electrical and Computer Engineering Curriculum at Duke University. ASEE Advances in Engineering Education. (2011)
  78. Starck, Jean-Luc; Fadili, Jalal; Elad, Michael; Nowak, Robert; Tsakalides, Panagiotis. Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing.. J. Sel. Topics Signal Processing. (2011)
  79. Raginsky, Maxim; Jafarpour, Sina; Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M; Calderbank, Robert. Performance bounds for expander-based compressed sensing in Poisson noise. Signal Processing, IEEE Transactions on. (2011)
  80. Willett, Rebecca; Raginsky, Maxim. Poisson compressed sensing. Defense Applications of Signal Processing. (2011)
  81. Eriksson, Brian; Barford, Paul; Maggs, Bruce; Nowak, Robert. Posit: An Adaptive Framework for Lightweight IP Geolocation. BU/CS, July. (2011)
  82. Willett, R. Sampling trajectories for sparse image recovery. Proc. of the ISBI, Chicago, IL, USA. (2011)
  83. Harmany, Zachary T; Marcia, Roummel F; Willett, Rebecca M. Spatio-temporal compressed sensing with coded apertures and keyed exposures. arXiv preprint arXiv:1111.7247. (2011)
  84. Nowak, Robert D. The geometry of generalized binary search. Information Theory, IEEE Transactions on. (2011)
  85. Rao, Nikhil; Recht, Benjamin; Nowak, Robert. Tight measurement bounds for exact recovery of structured sparse signals. arXiv preprint arXiv:1106.4355. (2011)
  86. Eriksson, Brian; Barford, Paul; Sommers, Joel; Nowak, Robert. A learning-based approach for IP geolocation. Passive and Active Measurement. (2010)
  87. Balzano, Laura; Nowak, Robert; Bajwa, Waheed. Column subset selection with missing data. NIPS Workshop on Low-Rank Methods for Large-Scale Machine Learning. (2010)
  88. Bajwa, Waheed U; Haupt, Jarvis; Sayeed, Akbar M; Nowak, Robert. Compressed channel sensing: A new approach to estimating sparse multipath channels. Proceedings of the IEEE. (2010)
  89. Haupt, Jarvis; Bajwa, Waheed U; Rabbat, Michael; Nowak, Robert. Compressed sensing and network monitoring. Next Wave. (2010)
  90. Raginsky, Maxim; Willett, Rebecca M; Harmany, Zachary T; Marcia, Roummel F. Compressed sensing performance bounds under Poisson noise. Signal Processing, IEEE Transactions on. (2010)
  91. Singh, Aarti; Nowak, Robert D; Calderbank, Robert. Detecting weak but hierarchically-structured patterns in networks. arXiv preprint arXiv:1003.0205. (2010)
  92. Nowak, Rob. Distilled Sensing: Adaptive Sequential Experimental Designs for Large-Scale Multiple Hypothesis Testing. Network Mapping and Measurement Conference August 9-10, 2010 Trottier Building, Room 1100 McGill University, Montreal, Canada. (2010)
  93. Haupt, Jarvis; Castro, Rui; Nowak, Robert; Baraniuk, Richard G. Distilled sensing for sparse recovery.. The Journal of the Acoustical Society of America. (2010)
  94. Balzano, Laura; Recht, Benjamin; Nowak, Robert. Issues and Solutions for Enterprise Network Mapping Biswajit Nandy, Solana Networks. Network Mapping and Measurement Conference August 9-10, 2010 Trottier Building, Room 1100 McGill University, Montreal, Canada. (2010)
  95. Krishnamurthy, Kalyani; Raginsky, Maxim; Willett, Rebecca. Multiscale photon-limited spectral image reconstruction. SIAM Journal on Imaging Sciences. (2010)
  96. Borkowski, Kazimierz J; Reynolds, Stephen P; Green, David A; Hwang, Una; Petre, Robert; Krishnamurthy, Kalyani; Willett, Rebecca. Radioactive scandium in the youngest galactic supernova remnant G1. 9+ 0.3. The Astrophysical Journal Letters. (2010)
  97. Borkowski, Kazimierz. Radioactivity, Particle Acceleration, and Supernova Ejecta in the Youngest Galactic SNR G1. 9+ 0.3. Chandra Proposal. (2010)
  98. Haupt, Jarvis; Bajwa, Waheed U; Raz, Gil; Nowak, Robert. Toeplitz compressed sensing matrices with applications to sparse channel estimation. Information Theory, IEEE Transactions on. (2010)
  99. Castro, Rui; Nowak, Robert. Active sensing and learning. Foundations and Applications of Sensor Management. (2009)
  100. Singh, Aarti; Scott, Clayton; Nowak, Robert. Adaptive hausdorff estimation of density level sets. The Annals of Statistics. (2009)
  101. Haupt, Jarvis D; Castro, Rui M; Nowak, Robert D; Baraniuk, Richard G. Distilled Sensing: Adaptive Sampling for Sparse Recovery. (2009)
  102. Silva, Jorge; Willett, Rebecca. Hypergraph-based anomaly detection of high-dimensional co-occurrences. Pattern Analysis and Machine Intelligence, IEEE Transactions on. (2009)
  103. Parrish, Christopher E; Nowak, Robert D. Improved approach to lidar airport obstruction surveying using full-waveform data. Journal of Surveying Engineering. (2009)
  104. Willett, Rebecca M; Raginsky, Maxim. Minimax risk for Poisson compressed sensing. CoRR. (2009)
  105. Goldberg, Andrew B; Zhu, Xiaojin; Singh, Aarti; Xu, Zhiting; Nowak, Robert. Multi-manifold semi-supervised learning. (2009)
  106. Willett, Rebecca. Session WA1: Sparse representations and compressive sensing. 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers. (2009)
  107. Bolstad, Andrew; Van Veen, Barry; Nowak, Robert. Space–time event sparse penalization for magneto-/electroencephalography. NeuroImage. (2009)
  108. Wright, Stephen J; Nowak, Robert D; Figueiredo, Mário AT. Sparse reconstruction by separable approximation. Signal Processing, IEEE Transactions on. (2009)
  109. Scott, Clayton; Bellala, Gowtham; Willett, Rebecca. The false discovery rate for statistical pattern recognition. Electronic Journal of Statistics. (2009)
  110. Castro, Rui; Nowak, Robert. Active learning and sampling. Foundations and Applications of Sensor Management. (2008)
  111. Balzano, Laura; Nowak, Robert. Blind calibration of networks of sensors: Theory and algorithms. Networked Sensing Information and Control. (2008)
  112. Haupt, Jarvis; Bajwa, Waheed U; Rabbat, Michael; Nowak, Robert. Compressed sensing for networked data. Signal Processing Magazine, IEEE. (2008)
  113. Baraniuk, Richard G; Candès, Emmanuel; Nowak, Robert; Vetterli, Martin. Compressive sampling. IEEE Signal Processing Magazine. (2008)
  114. Singh, Aarti; Nowak, Robert D; Zhu, Xiaojin. Finite sample analysis of semi-supervised learning. University of Wisconsin-Madison, ECE Department. URL http://www. ece. wisc. edu/~ nowak/SSL TR. pdf, Tech. Rep. (2008)
  115. Silva, Jorge; Willett, Rebecca. Hypergraph-based anomaly detection in very large networks. (2008)
  116. Castro, Rui M; Nowak, Robert D. MR2450865 (2009j: 68132) 68T05 (62C20). IEEE Trans. Inform. Theory. (2008)
  117. Castro, Rui M; Nowak, Robert D. Minimax bounds for active learning. Information Theory, IEEE Transactions on. (2008)
  118. McCain, Scott T; Willett, Rebecca M; Brady, David J. Multi-excitation Raman spectroscopy technique for fluorescence rejection. Optics Express. (2008)
  119. Rabbat, Michael G; Figueiredo, Mário AT; Nowak, Robert D. Network inference from co-occurrences. Information Theory, IEEE Transactions on. (2008)
  120. Wagadarikar, Ashwin; John, Renu; Willett, Rebecca; Brady, David. Single disperser design for coded aperture snapshot spectral imaging. Applied optics. (2008)
  121. Marcia, Roummel F; Kim, Changsoon; Eldeniz, Cihat; Kim, Jungsang; Brady, David J; Willett, Rebecca M. Superimposed video disambiguation for increased field of view. Optics express. (2008)
  122. Shankar, Mohan; Willett, Rebecca; Pitsianis, Nikos; Schulz, Timothy; Gibbons, Robert; Te Kolste, Robert; Carriere, James; Chen, Caihua; Prather, Dennis; Brady, David. Thin infrared imaging systems through multichannel sampling. Applied optics. (2008)
  123. Haupt, Jarvis; Nowak, Robert. A generalized restricted isometry property. University of Wisconsin-Madison, Tech. Rep. ECE-07-1. (2007)
  124. Bolstad, Andrew K; Van Veen, Barry D; Nowak, Robert D; Wakai, Ronald T. An expectation-maximization algorithm for space-time sparsity regularization of the MEG inverse problem. International Congress Series. (2007)
  125. Wierer, Jay D; Bajwa, Waheed U; Boston, Nigel; Nowak, Robert D. Characterizing Decoding Robustness under Parametric Channel Uncertainty. Proc. of 45th Annual Allerton Conf. Communication, Control, and Computing. (2007)
  126. Paterson, Carl; Notaras, James. Demonstration of closed-loop adaptive optics with a point-diffraction interferometer in strong scintillation with optical vortices. Optics express. (2007)
  127. Figueiredo, Mário AT; Nowak, Robert D; Wright, Stephen J. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems. Selected Topics in Signal Processing, IEEE Journal of. (2007)
  128. Bajwa, Waheed U; Haupt, Jarvis D; Sayeed, Akbar M; Nowak, Robert D. Joint source–channel communication for distributed estimation in sensor networks. Information Theory, IEEE Transactions on. (2007)
  129. Figueiredo, Mário AT; Bioucas-Dias, José M; Nowak, Robert D. Majorization–minimization algorithms for wavelet-based image restoration. Image Processing, IEEE Transactions on. (2007)
  130. Castro, Rui M; Nowak, Robert D. Minimax bounds for active learning. Learning Theory. (2007)
  131. Willett, RM; Nowak, Robert D. Minimax optimal level-set estimation. Image Processing, IEEE Transactions on. (2007)
  132. Willett, RM; Nowak, Robert D. Minimax optimal level-set estimation. Image Processing, IEEE Transactions on. (2007)
  133. Kim, Chulhong; Wang, Lihong V; Vellekoop, IM; Mosk, AP; Wu, Tao T; Qu, Jianan Y; Xu, Min; Cottrell, WJ; Wilson, JD; Foster, TH; others. Multi-optical-wavelength ultrasound-modulated optical tomography: a phantom study. Optics letters. (2007)
  134. Willett, Rebecca M; Nowak, Robert D. Multiscale Poisson intensity and density estimation. Information Theory, IEEE Transactions on. (2007)
  135. Willett, Rebecca M; Nowak, Robert D. Multiscale Poisson intensity and density estimation. Information Theory, IEEE Transactions on. (2007)
  136. Gehm, ME; John, R; Brady, DJ; Willett, RM; Schulz, TJ. Single-shot compressive spectral imaging with a dual-disperser architecture. Optics Express. (2007)
  137. Farsiu, Sina; Christofferson, James; Eriksson, Brian; Milanfar, Peyman; Friedlander, Benjamin; Shakouri, Ali; Nowak, Robert. Statistical detection and imaging of objects hidden in turbid media using ballistic photons. Applied optics. (2007)
  138. Castro, R; Haupt, J; Nowak, R. Active learning versus compressive sampling (Invited Paper)[6232-08]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2006)
  139. Zhu, Dongxiao; Rabbat, M; Hero, Alfred O; Nowak, Robert; Figueiredo, Mario. De novo signaling pathway reconstruction from multiple data sources. New Research on Signal Transduction. Nova Publishers. (2006)
  140. Scott, Clayton D; Nowak, Robert D. Learning minimum volume sets. The Journal of Machine Learning Research. (2006)
  141. Coates, Mark; Erikkson, Brian; Nowak, Robert; Scott, Clayton. Learning to satisfy. Department of Electrical and Computer Engineering, McGill University, Tech. Rep. (2006)
  142. Haupt, Jarvis; Nowak, Robert. MR2298532 (2007k: 94018) 94A12. IEEE Trans. Inform. Theory. (2006)
  143. Nowak, R. Main track-sensing and estimation methodologies. Information Processing In Sensor Networks: Proceedings of the fifth international conference on Information processing in sensor networks. (2006)
  144. Scott, Clayton; Nowak, Robert D. Minimax-optimal classification with dyadic decision trees. Information Theory, IEEE Transactions on. (2006)
  145. Rabbat, Michael G; Coates, Mark J; Nowak, Robert D. Multiple-source Internet tomography. Selected Areas in Communications, IEEE Journal on. (2006)
  146. Scott, Clayton; Nowak, Robert. Robust contour matching via the order-preserving assignment problem. Image Processing, IEEE Transactions on. (2006)
  147. Haupt, Jarvis; Nowak, Robert. Signal reconstruction from noisy random projections. Information Theory, IEEE Transactions on. (2006)
  148. Barford, Paul; Nowak, Rob; Willett, Rebecca; Yegneswaran, Vinod. Toward a model for source addresses of internet background radiation. Proc. of the Passive and Active Measurement Conference. (2006)
  149. Barford, Paul; Nowak, Rob; Willett, Rebecca; Yegneswaran, Vinod. Toward a model for source addresses of internet background radiation. Proc. of the Passive and Active Measurement Conference. (2006)
  150. Castro, Rui M; Nowak, Robert D. Upper and lower error bounds for active learning. The 44th Annual Allerton Conference on Communication, Control and Computing. (2006)
  151. Huang, Kyle; Wu, Dagang; Barton, Richard; Chen, Ji; Coates, Mark; Ing, Garrick; Visvanathan, Arun; Veeravalli, Venugopal; Chamberland, Jean-Francois; Liu, Ke; others. 23-Special Session: Sensor Networks. Statistical Signal Processing Proceedings. (2005)
  152. Scott, Clayton; Nowak, Robert. A Neyman-Pearson approach to statistical learning. Information Theory, IEEE Transactions on. (2005)
  153. Willett, Rebecca; Nowak, Robert. Level set estimation via trees. Proc. Int. Conf. Acoustics, Speech & Signal Proc. (2005)
  154. Willett, Rebecca; Nowak, Robert. Level set estimation via trees. Proc. Int. Conf. Acoustics, Speech & Signal Proc. (2005)
  155. Kolaczyk, Eric D; Nowak, Robert D. Multiscale generalised linear models for nonparametric function estimation. Biometrika. (2005)
  156. Tsang, Yolanda; Nowak, R. Optimal Network Tomography. Proc. of IEEE INFOCOM 2005 Student Workshop, Miami, FL. (2005)
  157. Rabbat, Michael G; Nowak, Robert D. Quantized incremental algorithms for distributed optimization. Selected Areas in Communications, IEEE Journal on. (2005)
  158. Scott, Clayton; Nowak, Robert. Adaptive Minimax Classification with Dyadic Decision Trees. (2004)
  159. Willett, Rebecca; Martin, Aline; Nowak, Robert. Backcasting: A new approach to energy conservation in sensor networks. Information Processing in Sensor Networks, IPSN. (2004)
  160. Willett, Rebecca; Martin, Aline; Nowak, Robert. Backcasting: A new approach to energy conservation in sensor networks. Information Processing in Sensor Networks, IPSN. (2004)
  161. Castro, Rui; Willett, Rebecca; Nowak, Robert. Coarse-to-fine manifold learning. Proceedings 2004 International Conference on Acoustics, Speech and Signal Processing. (2004)
  162. Castro, Rui; Willett, Rebecca; Nowak, Robert. Coarse-to-fine manifold learning. Proceedings 2004 International Conference on Acoustics, Speech and Signal Processing. (2004)
  163. Nowak, Robert; Mitra, Urbashi; Willett, Rebecca. Estimating inhomogeneous fields using wireless sensor networks. Selected Areas in Communications, IEEE Journal on. (2004)
  164. Nowak, Robert; Mitra, Urbashi; Willett, Rebecca. Estimating inhomogeneous fields using wireless sensor networks. Selected Areas in Communications, IEEE Journal on. (2004)
  165. Feder, Meir; Figueiredo, Mário AT; Hero, Alfred O; Lee, Chin-Hui; Loeliger, Hans-Andrea; Nowak, Robert; Singer, Andrew C; Yu, Bin. Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing. IEEE Transactions on Signal Processing. (2004)
  166. Castro, Rui M; Coates, Mark J; Nowak, Robert D. Likelihood based hierarchical clustering. Signal Processing, IEEE Transactions on. (2004)
  167. Kolaczyk, Eric D; Nowak, Robert D. Multiscale likelihood analysis and complexity penalized estimation. Annals of Statistics. (2004)
  168. Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin. Network tomography: recent developments. Statistical science. (2004)
  169. Castro, R; Willett, R; Nowak, R. SS-10.4: COARSE-TO-FINE MANIFOLD LEARNING. IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS SPEECH AND SIGNAL PROCESSING. (2004)
  170. Castro, R; Willett, R; Nowak, R. SS-10.4: COARSE-TO-FINE MANIFOLD LEARNING. IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS SPEECH AND SIGNAL PROCESSING. (2004)
  171. Scott, Clayton; Nowak, Robert D. TEMPLAR: a wavelet-based framework for pattern learning and analysis. Signal Processing, IEEE Transactions on. (2004)
  172. Scott, Clayton; Nowak, Robert. The Bayes Risk Criterion in Hypothesis Testing. Connexions Web site, http://cnx. org/content/m11533/1.6. (2004)
  173. Figueiredo, Mário AT; Nowak, Robert D. An EM algorithm for wavelet-based image restoration. Image Processing, IEEE Transactions on. (2003)
  174. Nowak, Robert; Mitra, Urbashi. Boundary estimation in sensor networks: Theory and methods. Information Processing in Sensor Networks. (2003)
  175. Nowak, Robert D. Distributed EM algorithms for density estimation and clustering in sensor networks. Signal Processing, IEEE Transactions on. (2003)
  176. Hero, Alfred O; Norros, Ilkka; Petropulu, A; Riedi, R. Guest editorial special issue on signal processing in networking. Signal Processing, IEEE Transactions on. (2003)
  177. Castro, Rui; Nowak, Robert. Likelihood based hierarchical clustering and network topology identification. Energy Minimization Methods in Computer Vision and Pattern Recognition. (2003)
  178. Limpiti, T; Van Veen, BD; Nowak, RD; Wakai, RT. Linearly constrained minimum variance source imaging using cortical bases.. Neurology & clinical neurophysiology: NCN. (2003)
  179. Willett, RM; Nowak, Robert David. Multiscale density estimation. (2003)
  180. Willett, RM; Nowak, Robert David. Multiscale density estimation. (2003)
  181. Willett, RM; Nowak, RD. Multiscale likelihood analysis and image reconstruction (Invited Paper)[5207-12]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2003)
  182. Willett, RM; Nowak, RD. Multiscale likelihood analysis and image reconstruction (Invited Paper)[5207-12]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2003)
  183. Kolaczyk, Eric D; Nowak, Robert D. Multiscale statistical models. Nonlinear Estimation and Classification. (2003)
  184. Tsang, Yolanda; Coates, Mark; Nowak, Robert D. Network delay tomography. Signal Processing, IEEE Transactions on. (2003)
  185. Willett, Rebecca M; Nowak, Robert D. Platelets: a multiscale approach for recovering edges and surfaces in photon-limited medical imaging. Medical Imaging, IEEE Transactions on. (2003)
  186. Willett, Rebecca M; Nowak, Robert D. Platelets: a multiscale approach for recovering edges and surfaces in photon-limited medical imaging. Medical Imaging, IEEE Transactions on. (2003)
  187. Wan, Yi. Wavelet-based signal modeling and processing algorithms with applications. (2003)
  188. Scott, Clayton; Nowak, Robert. Complexity regularized dyadic classification trees: efficient pruning and rates of convergence. (2002)
  189. Coates, Mark; Rabbat, Michael; Nowak, Robert. Discovering general logical network topologies. Techinical Report TREE. (2002)
  190. PI, Alfred Hero; Baraniuk, Rich; Coates, Mark; Lafortune, Stéphane; Liu, Mingyan; Michailidis, George; Noble, Brian; Nowak, Robert; Pradhan, Sandeep; Prakash, Atul; others. ITR: Detection and Localization of Anomalous Network Behavior. (2002)
  191. Coates, M; Dwarshuis, R; Honeyman, P; Lafortune, S; Liu, M; Michailidis, G; Noble, B; Nowak, R; Ogden, J; Pradhan, S; others. ITR: Detection and Localization of Anomalous Network Behavior. (2002)
  192. Figueiredo, Mario; Nowak, R. Image restoration using the EM algorithm and wavelet-based complexity regularization. IEEE Transactions on Image Processing. (2002)
  193. Coates, Mark; Hero III, Alfred O; Nowak, Robert; Yu, Bin. Internet tomography. Signal Processing Magazine, IEEE. (2002)
  194. Castro, Rui; Coates, Mark; Nowak, Robert. Maximum likelihood identification of network topology from end-to-end measurements. DIMACS Workshop on Internet and WWW Measurement, Mapping and Modeling. (2002)
  195. Nowak, Robert D. Nonlinear system identification. Circuits, Systems and Signal Processing. (2002)
  196. Coates, Mark J; Nowak, Robert D. Sequential Monte Carlo inference of internal delays in nonstationary data networks. Signal Processing, IEEE Transactions on. (2002)
  197. Petropulu, Athina; Nowak, Robert. Signal processing for networking [Guest Editorial]. Signal Processing Magazine, IEEE. (2002)
  198. Neelamani, Ramesh; Nowak, Robert David; Baraniuk, Richard G. WInHD: Wavelet-based inverse halftoning via deconvolution. (2002)
  199. Wan, Yi; Nowak, Robert David. A multiscale Bayesian framework for linear inverse problems and its application to image restoration. (2001)
  200. Nowak, Robert D; Coates, Mark J. Department of Electrical and Computer Engineering Rice University, MS-380, PO Box 1892 Houston, Texas 77251-1892 USA Fax:(+ 1 713) 737-6196. (2001)
  201. PI, Alfred Hero; Coates, Mark; Jamin, Sugih; Lafortune, Stéephane; Liu, Mingyan; Michailidis, George; Nowak, Robert; Pradhan, Sandeep; Prakash, Atul; Teneketzis, Demosthenis. ITR: Modeling and Prediction of Network Behavior. (2001)
  202. Coates, Mark; Hero, Alfred; Nowak, Robert; Yu, Bin. Large scale inference and tomography for network monitoring and diagnosis.. IEEE Signal Processing Magazine. (2001)
  203. Coates, Mark; Hero, Alfred; Nowak, Robert; Yu, Bin. Large scale network inference and tomography for monitoring and diagnosis.. (2001)
  204. Scott, Clayton; Nowak, Robert. Template learning from atomic representations: A wavelet-based approach to pattern analysis. International Conference on Computer Vision Workshop on Statistical and Computational Theories of Vision. (2001)
  205. Figueiredo, Mário AT; Nowak, Robert D. Wavelet-based image estimation: an empirical Bayes approach using Jeffrey’s noninformative prior. Image Processing, IEEE Transactions on. (2001)
  206. Kolaczyk, E; Nowak, R. A multiresolution analysis for likelihoods: Theory and methods. submitted to Annals of Stat. Available at http://www. ece. rice. edu/nowak/publications. html. (2000)
  207. Nowak, Robert D; Kolaczyk, Eric D. A statistical multiscale framework for Poisson inverse problems. Information Theory, IEEE Transactions on. (2000)
  208. Scott, C; Nowak, RD. Hierarchical wavelet-based image model for pattern analysis and synthesis (Invited Paper)[4119-16]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2000)
  209. Coates, Mark; Nowak, Robert. Network loss inference using unicast end-to-end measurement. Proc. ITC Conf. IP Traffic, Modeling and Management. (2000)
  210. Nowak, RD; Kolaczyk, ED. PAPERS-A Statistical Multiscale Framework for Poisson Inverse Problems. IEEE Transactions on Information Theory. (2000)
  211. Kolaczyk, ED; Nowak, RD. Reconstruction in emission tomography via a Bayesian multiscale statistical framework (Invited Paper)[4119-67]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2000)
  212. Tsang, Yolanda; Coates, Mark; Nowak, Robert. Rice University, ECE Department, Technical Report TR-0005 November 2, 2000 Passive Unicast Network Tomography based on TCP Monitoring. (2000)
  213. Kolaczyk, ED; Nowak, RD. A Bayesian Multi-Scale Approach to Poisson Inverse Problems. COMPUTING SCIENCE AND STATISTICS. (1999)
  214. Nan, Fangyuan Y; Nowak, Robert D. Generalized likelihood ratio detection for fMRI using complex data. Medical Imaging, IEEE Transactions on. (1999)
  215. Nowak, Robert D. Multiscale hidden Markov models for Bayesian image analysis. Bayesian Inference in Wavelet-Based Models. (1999)
  216. Timmermann, Klaus E; Nowak, Robert D. Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging. Information Theory, IEEE Transactions on. (1999)
  217. Nowak, Robert D. Wavelet-based Rician noise removal for magnetic resonance imaging. Image Processing, IEEE Transactions on. (1999)
  218. Nowak, Robert D; Baraniuk, Richard G. Wavelet-based transformations for nonlinear signal processing. Signal Processing, IEEE Transactions on. (1999)
  219. Nowak, Robert D; Baraniuk, Richard G. Wavelet-domain filtering for photon imaging systems. Image Processing, IEEE Transactions on. (1999)
  220. Nowak, Robert D; Baraniuk, Richard G. Adaptive weighted highpass filters using multiscale analysis. Image Processing, IEEE Transactions on. (1998)
  221. Claypoole, Roger L; Baraniuk, Richard G; Nowak, Robert David. Lifting construction of non-linear wavelet transforms. (1998)
  222. Nowak, Robert D. Penalized least squares estimation of Volterra filters and higher order statistics. Signal Processing, IEEE Transactions on. (1998)
  223. Nowak, RD; Gregg, RL; Cooper, TG; Siebert, JE. Removing Rician noise in MRI via wavelet-domain filtering. Proceedings International Soc Magn Reson In Med, 6 th Scientific Meeting, Sydney, Australia. (1998)
  224. Nowak, Robert D. Shift invariant wavelet-based statistical models and 1/f processes. IEEE DSP Workshop. (1998)
  225. Crouse, MS; Baraniuk, R; Nowak, RD. Statistical Signal and Image Processing using Wavelet-Domain Hidden Markov Models. COMPUTING SCIENCE AND STATISTICS. (1998)
  226. Crouse, Matthew S; Nowak, Robert D; Baraniuk, Richard G. Wavelet-based statistical signal processing using hidden Markov models. Signal Processing, IEEE Transactions on. (1998)
  227. André, Thomas F; Nowak, Robert D; Van Veen, Barry D. Low-rank estimation of higher order statistics. Signal Processing, IEEE Transactions on. (1997)
  228. Nowak, Robert D. Optimal signal estimation using cross-validation. IEEE Signal Processing Letters. (1997)
  229. Crouse, Matthew S; Nowak, Robert D; Baraniuk, Richard G. Submitted to IEEE Transactions on Signal Processing (Special issue on Wavelets and Filterbanks) January 1997 EDICS Numbers: 2.4. 4 Wavelets and Filterbanks and 3.5 Statistical Modeling. (1997)
  230. Nowak, Robert D; Van Veen, Barry D. Volterra filter equalization: A fixed point approach. Signal Processing, IEEE Transactions on. (1997)
  231. Crouse, Matthew S; Nowak, Robert D; Baraniuk, Richard G. www. egr. msu. edu/spc/Fax:(517) 353 ${$1980 Submitted to IEEE Transactions on Signal Processing (Special issue on Wavelets and Filterbanks) January 1997. (1997)
  232. Nowak, RD. Optimal Adaptive Filtering Using Cross-Validation. PROCEEDINGS OF THE ANNUAL ALLERTON CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING. (1996)
  233. Nowak, Robert D; Van Veen, Barry D. Tensor product basis approximations for Volterra filters. Signal Processing, IEEE Transactions on. (1996)
  234. BAIN, GEORGE W. Visualizing The Archival Work Process: A Survey and Interpretation. Archival Issues. (1996)
  235. Nowak, RD; Baraniuk, RG. Wavelet-based decompositions for nonlinear signal processing [2825-24]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (1996)
  236. Nowak, Robert D; Van Veen, Barry D. Invertibility of higher order moment matrices. IEEE transactions on signal processing. (1995)
  237. Nowak, Robert David; Van Veen, Barry D. Low Rank Estimation of Higher Order Statistics. (1995)
  238. Nowak, Robert D; Van Veen, Barry D. Efficient methods for identification of Volterra filter models. Signal Processing. (1994)
  239. Nowak, Robert D; Van Veen, Barry D. Random and pseudorandom inputs for Volterra filter identification. Signal Processing, IEEE Transactions on. (1994)
  240. Scott, Clayton; Nowak, Robert. Hypothesis testing. (1990)
  241. Gadat, Sébastien; Yoon, Byung-Jun; Vaidyanathan, PP; Willett, Rebecca; Nowak, Robert; Emanuele II, Vincent A; Tran, Thao T; Zhou, G Tong; Constrained, Globally Optimal; Farsiu, Sina; others. 27-Special Session: Biomedical Signal Processing
  242. Gadat, Sébastien; Yoon, Byung-Jun; Vaidyanathan, PP; Willett, Rebecca; Nowak, Robert; Emanuele II, Vincent A; Tran, Thao T; Zhou, G Tong; Constrained, Globally Optimal; Farsiu, Sina; others. 27-Special Session: Biomedical Signal Processing
  243. Wan, Yi; Nowak, Robert D. A Multiscale Bayesian Framework for Linear Inverse Problems and
  244. Cox, Chris; Malekpour, Shirzad; Nowak, Rob; Rogers, Tim. A new method for fMRI data analysis suggests that representations of word meaning are radically distributed
  245. Scott, Clayton; Nowak, Robert. A!` i¤ r rchic l!¤ l¤ t-(s¤ d 4m 6¤ M od¤ l for P tt¤ rn An lTsis nd XTnth¤ sis
  246. Rao, Nikhil; Tang, Gonguo; Nowak, Robert. Adaptive Sampling on Markov Trees
  247. Nowak, Robert; Malloy, Matthew. Adaptive Sensing of Sparse Signals
  248. Willett, Rebecca. Arias-Castro, Ery (1-UCSD); Salmon, Joseph (1-DUKE-EL)
  249. Bloom, Joshua; Borne, Kirk; Brunner, Robert; Butler, Nathaniel; Chernoff, David F; Connolly, Brian; Connolly, Andrew; Connors, Alanna; Scientific, Eureka; Cutler, Curt; others. Astroinformatics: A 21st Century Approach to Astronomy
  250. Nowak, Robert D. Bayesian wavelet-based image estimation using noninformative priors
  251. Bolstad, Andrew; Van Veen, Barry; Nowak, Rob. Beamforming Detectors with Subspace Side Information
  252. Halford, TR; Chugg, KM; Jiang, J; Narayanan, KR; Laifenfeld, M; Trachtenberg, A; Silva, D; Kschischang, FR; K{"o}tter, R; Chuang, A; others. Coding Theory and Techniques P. Gaborit and G. Zémor Asymptotic Improvement of the Gilbert–Varshamov Bound for Linear Codes 3865 M. Gadouleau and Z. Yan Packing and Covering Properties of Rank Metric Codes 3873
  253. Baraniuk, R; Burrus, CS; Hendricks, B; Henry, G; Hero III, AO; Johnson, DH; Jones, DL; Nowak, RD; Odegard, JE; Potter, LC; others. Connexions: Education for a Networked World. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP
  254. Scott, C; Nowak, RD; Sung, Y; Tong, L; Poor, HV; Kocarev, L; Lehmann, F; Maggio, GM; Scanavino, B; Tasev, Z; others. DL Donoho Compressed Sensing 1289 T. Zhang Information-Theoretic Upper and Lower Bounds for Statistical Estimation 1307 A. Goldenshluger and V. Spokoiny Recovering Convex Edges of an Image From Noisy Tomographic Data 1322
  255. Wan, Yi; Nowak, Robert D. Department of Electrical and Computer Engineering Rice University, USA
  256. Eriksson, Brian; Barford, Paul; Nowak, Robert. Discovering Internet Topology Using Passive Measurements
  257. Haupt, Jarvis; Castro, Rui; Nowak, Robert. Distilled Sensing: Active sensing for sparse recovery. Ann. Statist
  258. Singh, Aarti; Nowak, Robert; Zhu, Xiaojin. ERRATA for NIPS 2008 paper “Unlabeled data: Now it helps, now it doesn’t”
  259. Castro, Rui M; Nowak, Robert D. ERRATA for paper “Minimax Bounds for Active Learning”-In COLT 2007
  260. Nowak, Robert; Baraniuk, Richard. East Lansing, MI 48824-1226 Email: rnowak@ egr. msu. edu WWW: http://www. egr. msu. edu/spc
  261. Goldberg, Andrew; Zhu, Xiaojin; Singh, Aarti; Xu, Zhiting; Nowak, Robert. GPA: 4.0. Cell
  262. Nowak, R. Geometric Modeling and Extraction of Submanifolds from Multi-dimensional Data
  263. BAQAI, F; BARTH, E; BERNARD, O; BILGIN, A; DIAS, JM BIOUCAS; BORS, A; BOULGOURIS, NV; CAVALLARO, A; CHAM, WK; CHEN, X; others. IEEE SIGNAL PROCESSING SOCIETY
  264. ACTON, ST; BAQAI, F; BARTH, E; BERNARD, O; BILGIN, A; DIAS, JM BIOUCAS; BONCELET, C; BORS, A; BOULGOURIS, NV; CAVALLARO, A; others. IEEE SIGNAL PROCESSING SOCIETY. Urbana
  265. BILGIN, A; CETIN, M; COSSAIRT, O; FESSLER, J; FOI, A; FOWLER, J; GOMA, S; JOSHI, N; LUMSDAINE, A; MARENGO, E; others. IEEE SIGNAL PROCESSING SOCIETY
  266. Dong, G; Wang, N; Kuang, G; Park, U; Park, J; Jain, AK; Zou, C; Wang, C; Wen, Y; Zhang, L; others. Image and Multidimensional Signal Processing Object Tracking via Robust Multitask Sparse Representation……………………………………… Y. Bai and M. Tang 909 Learning Structural Regularity for Evaluating Blocking Artifacts in JPEG Images………….. L. Li, W. Lin, and H. Zhu 918 Accurate Static Region Classification Using Multiple Cues for ARO Detection…………………… J. Kim and D. Kim 937 Sparse Representation of Monogenic Signal: With Application to Target Recognition in SAR Images…………………
  267. Figueiredo, Michael G Rabbat Mario AT; Nowak, Robert D. Inferring Network Structure from Co-Occurrences
  268. Castro, Rui; Coen, Michael; Colman, Ricki; Kalish, Charles; Kemnitz, Joseph; Nowak, Robert; Qian, Ruichen; Prudom, Shelley; Rogers, Timothy. JERRY ZHU
  269. Doot, Jared M; Eliceiri, Kevin W; Nowak, Robert D; Willett, Rebecca. MULTISCALE LIKELIHOOD ANALYSIS FOR MULTIPHOTON SPATIO-LIFETIME DATA
  270. Doot, Jared M; Eliceiri, Kevin W; Nowak, Robert D; Willett, Rebecca. MULTISCALE LIKELIHOOD ANALYSIS FOR MULTIPHOTON SPATIO-LIFETIME DATA
  271. Eriksson, Brian; Nowak, Robert. Maximum Likelihood Reconstruction for Time-Resolved Transillumination Imaging
  272. Markov, Multiscale Hidden; Nowak, Robert D. Michigan State University Technical Report
  273. Nowak, Robert D. Michigan State University Technical Report
  274. Coates, Mark J; Rabbat, Michael G; Nowak, Robert D. Multiple Source Internet Tomography
  275. Jamieson, Kevin; Jain, Lalit; Fernandez, Chris; Glattard, Nick; Nowak, Robert. NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning
  276. Balzano, Laura; Nowak, Robert; Roughan, Matthew. On the success of network topology inference using a markov random walk model for nested routing policies. University of Wisconsin Tech Report ECE-10-02
  277. Kumar, PV; Lu, HF; Oggier, F; Rekaya, G; Belfiore, JC; Viterbo, E; Abarbanel, J; Averbuch, A; Rosset, S; Zlotnick, J; others. P. Elia, KR Kumar, SA Pawar
  278. Delp, Ed; Aach, Til; Acton, Scott; Bhatacharya, Prabir; Bouthemy, Patrick; Bovik, Alan C; Cabrera, Sergio; Christensen, Gary E; Damera-Venkata, Niranjan; Debrunner, Victor; others. Program Co-Chairs
  279. Pehlke, Carolyn; Doot, Jared; Rueden, Curtis; Nowak, Robert; Beebe, David; Keely, Patricia; Eliceiri, Kevin W. Quantitation of Collagen Alignment: a Tool for characterizing Cancer Invasion and Progression
  280. Eriksson, Brian; Nowak, Robert. Resolution Bounds and Reconstruction Techniques for Time-resolved Transillumination Imaging
  281. Starck, JL; Fadili, J; Elad, M; Nowak, R; Tsakalides, P. Robust and Fast Learning of Sparse Codes With Stochastic Gradient Descent…. K. Labusch, E. Barth, and T. Martinetz 1048 Image Compression Using Sparse Representations and the Iteration-Tuned and Aligned Dictionary…………………..
  282. Koetter, R; Effros, M; Médard, M; Lomnitz, Y; Feder, M; Gohari, A; El Gamal, A; Anantharam, V; Zhu, F; Chen, B; others. SHANNON THEORY
  283. Faugere, JC; de Saint-Martin, F Moreau; Rouillier, F; Polyak, N; Pearlman, WA; Crouse, MS; Nowak, RD; Baraniuk, RG. SPECIAL ISSUE ON THEORY AND APPLICATION OF FILTER BANKS AND WAVELET TRANSFORMS
  284. Nowak, Robert D. Selective Sampling, Compressed Sensing and Active Learning
  285. Kolaczyk, ED; Nowak, RD. Session 33. Other Poster, Wednesday, April 14, 1999, 8: 30am Wed.-2: 00pm Thurs., Gold Room
  286. Coding, Channel; Assalini, A; Pupolin, S; Feng, K; Luo, J; Martínez, C; Beivide, R; Gabidulin, E; Oggier, F; Shi, J; others. Shannon Theory and Source Coding A. Cohen, N. Merhav, and T. Weissman Scanning and Sequential Decision Making for Multidimensional Data–Part I: The Noiseless Case 3001
  287. Coding, Channel; Assalini, A; Pupolin, S; Feng, K; Luo, J; Martínez, C; Beivide, R; Gabidulin, E; Oggier, F; Shi, J; others. Shannon Theory and Source Coding A. Cohen, N. Merhav, and T. Weissman Scanning and Sequential Decision Making for Multidimensional Data–Part I: The Noiseless Case 3001
  288. Dasarathy, Gautam; Shah, Pariskhit; Bhaskar, Badri Narayan; Nowak, Robert. Sketching Sparse Covariance Matrices and Graphs
  289. Nowak, Robert. Statistical Decision and Learning Theory
  290. Krim, Hamid; Nowak, Robert. The 2007 IEEE Workshop on Statistical Signal Processing: Call for Papers
  291. Nowak, Robert. The System is the Sensor… and it’s Closed-loop
  292. Nowak, Robert; Baraniuk, Richard. WAVELET TRANSFORMS FOR NONLINEAR SIGNAL PROCESSING
  293. Riedi, Rudolf H; Nowak, Robert; Baraniuk, Richard G. WAVELETS AND MULTIFRACTALS FOR NETWORK TRAFFIC MODELING AND INFERENCE
  294. Castro, Rui; Haupt, Jarvis; Nowak, Robert. Wireless Sensing, Active Learning, and Compressive Sampling

Other

  1. Chiang, Mung; Poor, Harold A; Rexford, Jennifer; Zhang, Junshan; Tropp, Joel; Candes, Emmanuel; Carlson, Gunnar; Nowak, Robert; Markopoulou, Athina. Information Dynamics as Foundation for Network Management. (2014)
  2. Castro, Rui Manuel; Haupt, Jarvis David; Nowak, Robert David. Method for adaptive data acquisition. (2013). US Patent App. 13/963,617
  3. Castro, Rui Manuel; Haupt, Jarvis David; Nowak, Robert David. Method of adaptive data acquisition. (2013). US Patent 8,521,473
  4. Willett, Rebecca; Raginsky, Maxim. Sequential Prediction for Information Fusion and Control. (2013)
  5. Bajwa, Waheed Uz Zaman; Sayeed, Akbar Muhammad; Nowak, Robert David; Haupt, Jarvis. Determining channel coefficients in a multipath channel. (2012). US Patent 8,320,489
  6. Blick, Robert H; Nowak, Robert David. Nanomembranes for remote sensing. (2011). US Patent 7,939,346
  7. Rubin, Matthew J. Quantitative Trait Loci and Global Expression Patterns Offer Insight Into Phenotypic Plasticity. (2011)
  8. Poquette, Kevin J; Carley, Tyler; Thompson, Margaret; Pedersen, Marta; Syrstad, Alyssa; Jordahl, Becca; Chilsen, Seth; Brossman, John Richard; Dobbe, James R; Castro, Rui M; others. Life, Love, and Balance: Apparently Personal Poetry. (2010)
  9. Baraniuk, Richard G; Kelly, Kevin F; Brady, David; Willett, Rebecca. Compressive Optical Imaging Systems–Theory, Devices and Implementation. (2009)
  10. Jafarpour, Sina; Willett, Rebecca; Raginsky, Maxim; Calderbank, Robert. Expander-based Compressed Sensing in the presence of Poisson Noise. (2009)
  11. Raz, Gil M; Nowak, Robert D. An Analog-to-Information Approach Using Adaptive Compressive Sampling and Nonlinear Affine Transformations. Analog-to-Information GMR-UW Collaboration. (2008)
  12. Baraniuk, Richard; Riedi, Rudolf; Knightly, Edward; Nowak, Robert. Multiscale Traffic Processing Techniques for Network Inference and Control. (2006)
  13. Baraniuk, Richard G; Feng, Wu-chun; Cottrell, Les; Knightly, Edward; Nowak, Robert; Riedi, Rolf. INCITE: Edge-based Traffic Processing and Inference for High-Performance Networks. (2005)
  14. Willett, Rebecca M. Multiresolution methods for recovering signals and sets from noisy observations. (2005)
  15. Nowak, Robert D; Coates, Mark J. Network tomography using closely-spaced unicast packets. (2005). US Patent 6,839,754
  16. Kramschuster, Adam Jon; Eggers, Christine; German, Kathy; Hansen, Ian; Nelson, Carleigh; Radanke, Hollie K; Khossravi, Davar; Kattaru, Dattavardhan M; Rampersaud, Ravinand; Brown, Alex; others. Quantitative analysis of the shrinkage and warpage behavior of injection molded parts using conventional and microcellular injection molding and microcellular co-injection molding. (2005)
  17. May, Chris; Baker, Marie; Gabbard, Derek; Good, Travis; Grimes, Galen; Holmgren, Mark; Nolan, Richard; Nowak, Robert; Pennline, Sean. Advanced information assurance handbook. (2004)
  18. Scott, Clayton; Nowak, Robert. Maximum likelihood estimation. (2003)
  19. Feder, Meir; Figuetredo, MAT; Hero, AO; Lee, CH; Loeliger, HA; Nowak, R; Singer, AC; Yu, B. Special Issue on Machine Learning Methods in Signal Processing. (2003)
  20. Willett, Rebecca M. Multiscale analysis for intensity and density estimation. (2002)
  21. Willett, RM. Multiresolution Intensity Estimation of Piecewise Linear Poisson Processes. (2001)
  22. Kim, Tongwoo; Ghandhi, JB. Quantitative 2-D fuel vapor concentration measurements in an evaporating diesel spray using the exciplex fluorescence method. (2001)
  23. Nowak, Robert D. Wavelet-Based Bayesian Methods for Image Analysis and Automatic Target Recognition. (2001)
  24. Hu, Hui; Nowak, Robert D. Artifact reduction method for tomographic image reconstruction using cross-plane rays. (1995). US Patent 5,400,377
  25. Nowak, Robert D. Volterra filter identification, approximation, and equalization. (1995)
  26. Nowak, Robert D; Van Veen, Barry D. Volterra filter approximations. (1994)
  27. Khossravi, Davar. A quantitative description of solvent effects on solubility and molecular complexation. (1992)
  28. Donnermeyer, Gary N. The quantity and nutritive quality of Vallisneria americana biomass, in Navigation Pool No. 9 of the Upper Mississippi River. (1982)
  29. Cary, George A; Rubin, Matthew J; Donnermeyer, Gary N; Rabbat, Michael G; Nowak, Robert D; Bresnahan, Caitlin; Yang, Yer; Melkebeek, Dieter van; Watson, Thomas; Khiddu-Makubuya, E; others. A quantitative survey of the phytoplankton and water quality of the La Crosse, "Black" and Mississippi Rivers. (1972)
  30. Tsang, Yolanda; Yildiz, Mehmet; Barford, Paul; Nowak, Robert. Network tomography unleashed