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Stephen Becker
Stephen Becker
Associate Professor at University of Colorado
E-mail confirmado em colorado.edu - Página inicial
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NESTA: A fast and accurate first-order method for sparse recovery
S Becker, J Bobin, E Candes
SIAM J. on Imaging Sciences 4 (1), 1--39, 2009
14632009
Quantum state tomography via compressed sensing
D Gross, YK Liu, ST Flammia, S Becker, J Eisert
Physical review letters 105 (15), 150401, 2010
13822010
Templates for convex cone problems with applications to sparse signal recovery
SR Becker, EJ Candès, MC Grant
Mathematical programming computation 3, 165-218, 2011
8312011
Convex optimization for big data: Scalable, randomized, and parallel algorithms for big data analytics
V Cevher, S Becker, M Schmidt
IEEE Signal Processing Magazine 31 (5), 32-43, 2014
3752014
Relation between the Widom line and the breakdown of the Stokes–Einstein relation in supercooled water
P Kumar, SV Buldyrev, SR Becker, PH Poole, FW Starr, HE Stanley
Proceedings of the National Academy of Sciences 104 (23), 9575-9579, 2007
2142007
Fractional Stokes-Einstein and Debye-Stokes-Einstein relations in a network-forming liquid
SR Becker, PH Poole, FW Starr
Physical review letters 97 (5), 55901, 2006
1992006
A nonuniform sampler for wideband spectrally-sparse environments
M Wakin, S Becker, E Nakamura, M Grant, E Sovero, D Ching, J Yoo, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012
1932012
A quasi-Newton proximal splitting method
S Becker, MJ Fadili
NIPS 2012, 2012
1762012
Dual smoothing and value function techniques for variational matrix decomposition
A Aravkin, S Becker, T Bouwmans, NS Aybat, E Zahzah
Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in …, 2016
142*2016
Low-rank tucker decomposition of large tensors using tensorsketch
OA Malik, S Becker
Advances in neural information processing systems 31, 2018
1392018
A compressed sensing parameter extraction platform for radar pulse signal acquisition
J Yoo, C Turnes, EB Nakamura, CK Le, S Becker, EA Sovero, MB Wakin, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012
1302012
Design and implementation of a fully integrated compressed-sensing signal acquisition system
J Yoo, S Becker, M Monge, M Loh, E Candes, A Emami-Neyestanak
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
1222012
A 100MHz–2GHz 12.5 x sub-Nyquist rate receiver in 90nm CMOS
J Yoo, S Becker, M Loh, M Monge, E Candes, A Emami-Neyestanak
2012 IEEE radio frequency integrated circuits symposium, 31-34, 2012
1212012
Sparse projections onto the simplex
A Kyrillidis, S Becker, V Cevher, C Koch
30th International Conference on Machine Learning, 2013
1112013
A variational approach to stable principal component pursuit
A Aravkin, S Becker, V Cevher, P Olsen
Uncertainty in Artificial Intelligence, 2014
1042014
Practical compressed sensing: modern data acquisition and signal processing
SR Becker
California Institute of Technology, 2011
1012011
Dynamical behavior near a liquid–liquid phase transition in simulations of supercooled water
PH Poole, SR Becker, F Sciortino, FW Starr
The Journal of Physical Chemistry B 115 (48), 14176-14183, 2011
942011
Optimization and learning with information streams: Time-varying algorithms and applications
E Dall'Anese, A Simonetto, S Becker, L Madden
IEEE Signal Processing Magazine 37 (3), 71-83, 2020
932020
Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means
F Pourkamali-Anaraki, S Becker
IEEE Transactions Information Theory, 2017
802017
On quasi-Newton forward-backward splitting: proximal calculus and convergence
S Becker, J Fadili, P Ochs
SIAM Journal on Optimization 29 (4), 2445-2481, 2019
642019
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