Stephen Becker

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Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityAdresse e-mail validée de stanford.edu
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar.Adresse e-mail validée de epfl.ch
Michael C. GrantCVX Research, Anaconda (formerly Stanford, CalTech)Adresse e-mail validée de cvxr.com
Osman Asif MalikEncube TechnologiesAdresse e-mail validée de getencube.com
Farhad Pourkamali-AnarakiAssistant Professor, University of Colorado DenverAdresse e-mail validée de ucdenver.edu
Francis W. StarrWesleyan University, Foss Professor of PhysicsAdresse e-mail validée de wesleyan.edu
Peter H. PoolePhysics Department, St. Francis Xavier University, CanadaAdresse e-mail validée de stfx.ca
Juhwan YooHardware R&D, GoogleAdresse e-mail validée de google.com
David GrossUniversity of CologneAdresse e-mail validée de thp.uni-koeln.de
Jens EisertProfessor of Quantum Physics at Freie Universität Berlin, Fraunhofer HHI and Helmholtz Center BerlinAdresse e-mail validée de physik.fu-berlin.de
Alireza DoostanUniversity of Colorado, BoulderAdresse e-mail validée de colorado.edu
Emiliano Dall'AneseBoston UniversityAdresse e-mail validée de bu.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesAdresse e-mail validée de mines.edu
Liam MaddenPostdoc at the University of British ColumbiaAdresse e-mail validée de ece.ubc.ca
Jerome BobinCEA Saclay, CosmoStat LaboratoryAdresse e-mail validée de cea.fr
Steven T FlammiaVirginia TechAdresse e-mail validée de vt.edu
Yi-Kai LiuComputer Scientist, NIST/QuICSAdresse e-mail validée de nist.gov
James FolberthUniversity of Colorado at BoulderAdresse e-mail validée de colorado.edu
Aleksandr AravkinUniversity of WashingtonAdresse e-mail validée de uw.edu
Anastasios KyrillidisAssociate Professor, Computer Science Department, Ken Kennedy Institute Fellow, Rice UniversityAdresse e-mail validée de rice.edu

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Stephen Becker

Associate Professor at University of Colorado

Adresse e-mail validée de colorado.edu - Page d'accueil

Convex Optimization Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1454	2009
Quantum state tomography via compressed sensing D Gross, YK Liu, ST Flammia, S Becker, J Eisert Physical review letters 105 (15), 150401, 2010	1350	2010
Templates for convex cone problems with applications to sparse signal recovery SR Becker, EJ Candès, MC Grant Mathematical programming computation 3, 165-218, 2011	822	2011
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	370	2014
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	206	2007
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	195	2006
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	191	2012
A quasi-Newton proximal splitting method S Becker, MJ Fadili NIPS 2012, 2012	174	2012
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	140*	2016
Low-rank tucker decomposition of large tensors using tensorsketch OA Malik, S Becker Advances in neural information processing systems 31, 2018	130	2018
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	129	2012
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	118	2012
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	116	2012
Sparse projections onto the simplex A Kyrillidis, S Becker, V Cevher, C Koch 30th International Conference on Machine Learning, 2013	111	2013
A variational approach to stable principal component pursuit A Aravkin, S Becker, V Cevher, P Olsen Uncertainty in Artificial Intelligence, 2014	100	2014
Practical compressed sensing: modern data acquisition and signal processing SR Becker California Institute of Technology, 2011	100	2011
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	95	2011
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	88	2020
Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means F Pourkamali-Anaraki, S Becker IEEE Transactions Information Theory, 2017	81	2017
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	63	2019

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