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

Rebecca Willett – 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. Nichols, JM; Bucholtz, F; McLaughlin, CV; Oh, AK; Willett, RM. Fixing basis mismatch in compressively sampled photonic link. SPIE Sensing Technology+ Applications. (2014)
  3. Guan, Peng; Raginsky, Maxim; Willett, Rebecca. From minimax value to low-regret algorithms for online Markov decision processes. American Control Conference (ACC), 2014. (2014)
  4. 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)
  5. 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)
  6. 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)
  7. Hall, Eric C; Willett, Rebecca M. Foreground and background reconstruction in Poisson video. Image Processing (ICIP), 2013 20th IEEE International Conference on. (2013)
  8. 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)
  9. 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)
  10. Xie, Yao; Willett, Rebecca. Online logistic regression on manifolds. Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. (2013)
  11. Hall, Eric C; Willett, Rebecca. Online optimization in parametric dynamic environments. Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton Conference on. (2013)
  12. 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)
  13. Salmon, Joseph; Willett, Rebecca; Arias-Castro, Ery. A two-stage denoising filter: the preprocessed Yaroslavsky filter. Statistical Signal Processing Workshop (SSP), 2012 IEEE. (2012)
  14. 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)
  15. 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)
  16. Raginsky, Maxim; Kiarashi, Nooshin; Willett, Rebecca. Decentralized online convex programming with local information. American Control Conference (ACC), 2011. (2011)
  17. 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)
  18. Krishnamurthy, Kalyani; Bajwa, Waheed U; Willett, Rebecca; Calderbank, Robert. Fast level set estimation from projection measurements. Statistical Signal Processing Workshop (SSP), 2011 IEEE. (2011)
  19. Harmany, Zachary T; Oh, Albert; Marcia, Roummel; Willett, Rebecca. Motion-adaptive compressive coded apertures. SPIE Optical Engineering+ Applications. (2011)
  20. 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)
  21. Willett, Rebecca M. Short and smooth sampling trajectories for compressed sensing. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. (2011)
  22. Willett, Rebecca M. Smooth sampling trajectories for sparse recovery in MRI. Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on. (2011)
  23. 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)
  24. 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)
  25. Harmany, Zachary T; Mueller, Jenna; Brown, Qunicy; Ramanujam, Nimmi; Willett, Rebecca. Tissue quantification in photon-limited microendoscopy. SPIE Optical Engineering+ Applications. (2011)
  26. Marcia, Roummel F; Harmany, Zachary T; Willett, Rebecca M. Compressive coded apertures for high-resolution imaging. SPIE Photonics Europe. (2010)
  27. 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)
  28. 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)
  29. Krishnamurthy, Kalyani; Raginsky, Maxim; Willett, Rebecca. Hyperspectral target detection from incoherent projections. Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on. (2010)
  30. 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)
  31. 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)
  32. 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)
  33. 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)
  34. 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)
  35. 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)
  36. Marcia, Roummel F; Harmany, Zachary T; Willett, Rebecca M. Compressive coded aperture imaging. IS&T/SPIE Electronic Imaging. (2009)
  37. 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)
  38. 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)
  39. Raginsky, Maxim; Lazebnik, Svetlana; Willett, Rebecca; Silva, Jorge. Near-minimax recursive density estimation on the binary hypercube. Advances in Neural Information Processing Systems. (2009)
  40. 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)
  41. Willett, Rebecca M; Raginsky, Maxim. Performance bounds on compressed sensing with Poisson noise. Information Theory, 2009. ISIT 2009. IEEE International Symposium on. (2009)
  42. 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)
  43. 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)
  44. 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)
  45. Marcia, Roummel F; Willett, Rebecca M. Compressive coded aperture video reconstruction. Signal Processing Conference, 2008 16th European. (2008)
  46. 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)
  47. Silva, Jorge; Willett, Rebecca. Detection of anomalous meetings in a social network. Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on. (2008)
  48. 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)
  49. 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)
  50. 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)
  51. Willett, Rebecca M; Gehm, Michael E; Brady, David J; John, Renu. Compressive Spectral Imaging and Multiscale Reconstruction Methods. Signal Recovery and Synthesis. (2007)
  52. Willett, Rebecca; Silva, Jorge. Discussion on“The Characterization, Subtraction, and Addition of Astronomical Images”by R. Lupton. Statistical Challenges in Modern Astronomy IV. (2007)
  53. 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)
  54. Willett, Rebecca. Multiscale analysis of photon-limited astronomical images. Statistical Challenges in Modern Astronomy IV. (2007)
  55. Willett, Rebecca. Multiscale intensity estimation for marked Poisson processes. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  56. Willett, Rebecca. Multiscale intensity estimation for multi-photon microscopy. Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on. (2007)
  57. Willett, RM; Gehm, Michael E; Brady, David J. Multiscale reconstruction for computational spectral imaging. Electronic Imaging 2007. (2007)
  58. Willett, Rebecca. Multiscale reconstruction for photon-limited shifted excitation Raman spectroscopy. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. (2007)
  59. Krishnamurthy, Kalyani; Willett, Rebecca. Multiscale reconstruction of photon-limited hyperspectral data. Statistical Signal Processing, 2007. SSP’07. IEEE/SP 14th Workshop on. (2007)
  60. 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)
  61. Wagadarikar, Ashwin A; John, Renu; Willett, Rebecca; Brady, David J. Single disperser design for compressive, single-snapshot spectral imaging. Optical Engineering+ Applications. (2007)
  62. McCain, Scott T; Willett, Rebecca; Brady, David J. Coded-Excitation Raman Spectroscopy for Ethanol Chemometrics of Tissue. Frontiers in Optics. (2006)
  63. 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)
  64. 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)
  65. Willett, Rebecca; Nowak, Robert; Castro, Rui M. Faster rates in regression via active learning. Advances in Neural Information Processing Systems. (2005)
  66. Willett, Rebecca; Nowak, Robert. Level set estimation in medical imaging. Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on. (2005)
  67. 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)
  68. Willett, Rebecca M; Nowak, Robert D. Minimax optimal level set estimation. Optics & Photonics 2005. (2005)
  69. 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)
  70. 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)
  71. 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)
  72. Willett, Rebecca M; Nowak, Robert D. Complexity-regularized multiresolution density estimation. Information Theory, 2004. ISIT 2004. Proceedings. International Symposium on. (2004)
  73. Willett, Rebecca M; Nowak, Robert D. Fast multiresolution photon-limited image reconstruction. Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on. (2004)
  74. Willett, Rebecca; Nowak, Robert. Fast, near-optimal, multiresolution estimation of Poisson signals and images. Signal Processing Conference, 2004 12th European. (2004)
  75. Willett, RM; Jermyn, Ian; Nowak, RD; Zerubia, Josiane. Wavelet-based superresolution in astronomy. Astronomical Data Analysis Software and Systems (ADASS) XIII. (2004)
  76. 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)
  77. Willett, Rebecca M; Nowak, Robert D. Multiscale likelihood analysis and image reconstruction. Optical Science and Technology, SPIE’s 48th Annual Meeting. (2003)
  78. Willett, Rebecca M; Nowak, Robert D. Multiresolution nonparametric intensity and density estimation. Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on. (2002)
  79. Willett, RM; Nowak, RD; Kolaczyk, ED. Multiscale Analysis of Photon-Limited Astronomical Signals and Images. Bulletin of the American Astronomical Society. (2002)
  80. 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)
  81. Willett, Rebecca M; Nowak, Robert D. Platelets for multiscale analysis in photon-limited imaging. Image Processing. 2002. Proceedings. 2002 International Conference on. (2002)

Journal Articles

  1. 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)
  2. Ganti, Ravi; Rao, Nikhil; Willett, Rebecca M; Nowak, Robert. Learning Single Index Models in High Dimensions. arXiv preprint arXiv:1506.08910. (2015)
  3. Hall, Eric C; Willett, Rebecca M. Online Convex Optimization in Dynamic Environments. (2015)
  4. Ganti, Ravi; Willett, Rebecca M. Sparse Linear Regression With Missing Data. arXiv preprint arXiv:1503.08348. (2015)
  5. Jiang, Xin; Raskutti, Garvesh; Willett, Rebecca. Minimax optimal rates for Poisson inverse problems with physical constraints. arXiv preprint arXiv:1403.6532. (2014)
  6. 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)
  7. Guan, Peng; Raginsky, Maxim; Willett, Rebecca M. Online Markov decision processes with Kullback–Leibler control cost. Automatic Control, IEEE Transactions on. (2014)
  8. Routtenberg, Tirza; Xie, Yingtao; Willett, Rebecca M; Tong, Lihua. PMU-Based Detection of Imbalance in Three-Phase Power Systems. (2014)
  9. Salmon, Joseph; Harmany, Zachary; Deledalle, Charles-Alban; Willett, Rebecca. Poisson noise reduction with non-local PCA. Journal of mathematical imaging and vision. (2014)
  10. 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)
  11. 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)
  12. Hall, Eric C; Willett, Rebecca M. Tracking Dynamic Point Processes on Networks. arXiv preprint arXiv:1409.0031. (2014)
  13. Raginsky, Maxim; Silva, Jorge G; Lazebnik, Svetlana; Willett, Rebecca. A recursive procedure for density estimation on the binary hypercube. Electronic Journal of Statistics. (2013)
  14. Guhaniyogi, Rajarshi; Willett, Rebecca M; Dunson, David B. Approximated Bayesian Inference for Massive Streaming Data. (2013)
  15. 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)
  16. 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)
  17. 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)
  18. Hall, Eric C; Willett, Rebecca M. Dynamical models and tracking regret in online convex programming. arXiv preprint arXiv:1301.1254. (2013)
  19. Krishnamurthy, Kalyani; Bajwa, Waheed U; Willett, Rebecca. Level set estimation from projection measurements: Performance guarantees and fast computation. SIAM Journal on Imaging Sciences. (2013)
  20. Hall, Eric C; Willett, Rebecca M. Online optimization in dynamic environments. arXiv preprint arXiv:1307.5944. (2013)
  21. 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)
  22. 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)
  23. 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)
  24. 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)
  25. 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)
  26. Krishnamurthy, Kalyani; Willett, Rebecca; Raginsky, Maxim. Target detection performance bounds in compressive imaging. EURASIP Journal on Advances in Signal Processing. (2012)
  27. 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)
  28. Willett, Rebecca M; Marcia, Roummel F; Nichols, Jonathan M. Compressed sensing for practical optical imaging systems: a tutorial. Optical Engineering. (2011)
  29. Marcia, Roummel F; Willett, Rebecca M; Harmany, Zachary T. Compressive optical imaging: architectures and algorithms. Optical and Digital Image Processing: Fundamentals and Applications. (2011)
  30. Willett, Rebecca. Errata: Sampling trajectories for sparse image recovery. (2011)
  31. 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)
  32. 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)
  33. 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)
  34. Willett, Rebecca; Raginsky, Maxim. Poisson compressed sensing. Defense Applications of Signal Processing. (2011)
  35. Willett, R. Sampling trajectories for sparse image recovery. Proc. of the ISBI, Chicago, IL, USA. (2011)
  36. 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)
  37. Raginsky, Maxim; Willett, Rebecca M; Harmany, Zachary T; Marcia, Roummel F. Compressed sensing performance bounds under Poisson noise. Signal Processing, IEEE Transactions on. (2010)
  38. Krishnamurthy, Kalyani; Raginsky, Maxim; Willett, Rebecca. Multiscale photon-limited spectral image reconstruction. SIAM Journal on Imaging Sciences. (2010)
  39. 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)
  40. Borkowski, Kazimierz. Radioactivity, Particle Acceleration, and Supernova Ejecta in the Youngest Galactic SNR G1. 9+ 0.3. Chandra Proposal. (2010)
  41. Silva, Jorge; Willett, Rebecca. Hypergraph-based anomaly detection of high-dimensional co-occurrences. Pattern Analysis and Machine Intelligence, IEEE Transactions on. (2009)
  42. Willett, Rebecca M; Raginsky, Maxim. Minimax risk for Poisson compressed sensing. CoRR. (2009)
  43. Willett, Rebecca. Session WA1: Sparse representations and compressive sensing. 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers. (2009)
  44. Scott, Clayton; Bellala, Gowtham; Willett, Rebecca. The false discovery rate for statistical pattern recognition. Electronic Journal of Statistics. (2009)
  45. Silva, Jorge; Willett, Rebecca. Hypergraph-based anomaly detection in very large networks. (2008)
  46. McCain, Scott T; Willett, Rebecca M; Brady, David J. Multi-excitation Raman spectroscopy technique for fluorescence rejection. Optics Express. (2008)
  47. Wagadarikar, Ashwin; John, Renu; Willett, Rebecca; Brady, David. Single disperser design for coded aperture snapshot spectral imaging. Applied optics. (2008)
  48. 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)
  49. 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)
  50. Paterson, Carl; Notaras, James. Demonstration of closed-loop adaptive optics with a point-diffraction interferometer in strong scintillation with optical vortices. Optics express. (2007)
  51. Willett, RM; Nowak, Robert D. Minimax optimal level-set estimation. Image Processing, IEEE Transactions on. (2007)
  52. Willett, Rebecca M; Nowak, Robert D. Multiscale Poisson intensity and density estimation. Information Theory, IEEE Transactions on. (2007)
  53. Gehm, ME; John, R; Brady, DJ; Willett, RM; Schulz, TJ. Single-shot compressive spectral imaging with a dual-disperser architecture. Optics Express. (2007)
  54. 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)
  55. Willett, Rebecca; Nowak, Robert. Level set estimation via trees. Proc. Int. Conf. Acoustics, Speech & Signal Proc. (2005)
  56. Willett, Rebecca; Martin, Aline; Nowak, Robert. Backcasting: A new approach to energy conservation in sensor networks. Information Processing in Sensor Networks, IPSN. (2004)
  57. Castro, Rui; Willett, Rebecca; Nowak, Robert. Coarse-to-fine manifold learning. Proceedings 2004 International Conference on Acoustics, Speech and Signal Processing. (2004)
  58. Nowak, Robert; Mitra, Urbashi; Willett, Rebecca. Estimating inhomogeneous fields using wireless sensor networks. Selected Areas in Communications, IEEE Journal on. (2004)
  59. Castro, R; Willett, R; Nowak, R. SS-10.4: COARSE-TO-FINE MANIFOLD LEARNING. IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS SPEECH AND SIGNAL PROCESSING. (2004)
  60. Willett, RM; Nowak, Robert David. Multiscale density estimation. (2003)
  61. Willett, RM; Nowak, RD. Multiscale likelihood analysis and image reconstruction (Invited Paper)[5207-12]. PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. (2003)
  62. 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)
  63. 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
  64. Willett, Rebecca. Arias-Castro, Ery (1-UCSD); Salmon, Joseph (1-DUKE-EL)
  65. 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
  66. 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
  67. 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
  68. 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
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  6. Willett, RM. Multiresolution Intensity Estimation of Piecewise Linear Poisson Processes. (2001)