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Rebecca Willett
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Dirección de correo verificada de uchicago.edu - Página principal
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Single disperser design for coded aperture snapshot spectral imaging
A Wagadarikar, R John, R Willett, D Brady
Applied optics 47 (10), B44-B51, 2008
10292008
Single-shot compressive spectral imaging with a dual-disperser architecture
ME Gehm, R John, DJ Brady, RM Willett, TJ Schulz
Optics express 15 (21), 14013-14027, 2007
8362007
Deep learning techniques for inverse problems in imaging
G Ongie, A Jalal, CA Metzler, RG Baraniuk, AG Dimakis, R Willett
IEEE Journal on Selected Areas in Information Theory 1 (1), 39-56, 2020
5542020
This is SPIRAL-TAP: Sparse Poisson intensity reconstruction algorithms—theory and practice
ZT Harmany, RF Marcia, RM Willett
IEEE Transactions on Image Processing 21 (3), 1084-1096, 2011
3732011
Poisson noise reduction with non-local PCA
J Salmon, Z Harmany, CA Deledalle, R Willett
Journal of mathematical imaging and vision 48, 279-294, 2014
3642014
Platelets: a multiscale approach for recovering edges and surfaces in photon-limited medical imaging
RM Willett, RD Nowak
IEEE Transactions on Medical Imaging 22 (3), 332-350, 2003
3362003
Backcasting: adaptive sampling for sensor networks
R Willett, A Martin, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 2004
3192004
Compressed sensing for practical optical imaging systems: a tutorial
RM Willett, RF Marcia, JM Nichols
Optical Engineering 50 (7), 072601-072601-13, 2011
3132011
Online convex optimization in dynamic environments
EC Hall, RM Willett
IEEE Journal of Selected Topics in Signal Processing 9 (4), 647-662, 2015
2542015
Sparsity and structure in hyperspectral imaging: Sensing, reconstruction, and target detection
RM Willett, MF Duarte, MA Davenport, RG Baraniuk
IEEE signal processing magazine 31 (1), 116-126, 2013
2122013
Faster rates in regression via active learning
R Willett, R Nowak, R Castro
Advances in Neural Information Processing Systems 18, 2005
1952005
Compressed sensing performance bounds under Poisson noise
M Raginsky, RM Willett, ZT Harmany, RF Marcia
IEEE Transactions on Signal Processing 58 (8), 3990-4002, 2010
1852010
Compressive coded aperture superresolution image reconstruction
RF Marcia, RM Willett
2008 IEEE international conference on acoustics, speech and signal …, 2008
1702008
Multiscale Poisson intensity and density estimation
RM Willett, RD Nowak
IEEE Transactions on Information Theory 53 (9), 3171-3187, 2007
1702007
Deep equilibrium architectures for inverse problems in imaging
D Gilton, G Ongie, R Willett
IEEE Transactions on Computational Imaging 7, 1123-1133, 2021
1652021
Estimating inhomogeneous fields using wireless sensor networks
R Nowak, U Mitra, R Willett
IEEE Journal on Selected Areas in Communications 22 (6), 999-1006, 2004
1622004
Neumann networks for linear inverse problems in imaging
D Gilton, G Ongie, R Willett
IEEE Transactions on Computational Imaging 6, 328-343, 2019
1532019
Change-point detection for high-dimensional time series with missing data
Y Xie, J Huang, R Willett
IEEE Journal of Selected Topics in Signal Processing 7 (1), 12-27, 2012
1502012
A function space view of bounded norm infinite width relu nets: The multivariate case
G Ongie, R Willett, D Soudry, N Srebro
arXiv preprint arXiv:1910.01635, 2019
1452019
Compressive coded aperture imaging
RF Marcia, ZT Harmany, RM Willett
Computational Imaging VII 7246, 106-118, 2009
1352009
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