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Rebecca Willett
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Verifisert e-postadresse på uchicago.edu - Startside
Tittel
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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
11102008
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
8962007
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
6802020
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
3972011
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
3782014
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
3352003
Backcasting: adaptive sampling for sensor networks
R Willett, A Martin, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 2004
3262004
Compressed sensing for practical optical imaging systems: a tutorial
RM Willett, RF Marcia, JM Nichols
Optical Engineering 50 (7), 072601-072601-13, 2011
3242011
Online convex optimization in dynamic environments
EC Hall, RM Willett
IEEE Journal of Selected Topics in Signal Processing 9 (4), 647-662, 2015
2652015
Deep equilibrium architectures for inverse problems in imaging
D Gilton, G Ongie, R Willett
IEEE Transactions on Computational Imaging 7, 1123-1133, 2021
2242021
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
2132013
Faster rates in regression via active learning
R Willett, R Nowak, R Castro
Advances in Neural Information Processing Systems 18, 2005
1992005
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
1812010
Neumann networks for linear inverse problems in imaging
D Gilton, G Ongie, R Willett
IEEE Transactions on Computational Imaging 6, 328-343, 2019
1792019
Compressive coded aperture superresolution image reconstruction
RF Marcia, RM Willett
2008 IEEE international conference on acoustics, speech and signal …, 2008
1762008
Multiscale Poisson intensity and density estimation
RM Willett, RD Nowak
IEEE Transactions on Information Theory 53 (9), 3171-3187, 2007
1682007
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
1672019
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
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
1602012
Scalable generalized linear bandits: Online computation and hashing
KS Jun, A Bhargava, R Nowak, R Willett
Advances in Neural Information Processing Systems 30, 2017
1382017
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Artikler 1–20