Benjamin Recht
Benjamin Recht
Associate Professor of EECS, University of California, Berkeley
Dirección de correo verificada de eecs.berkeley.edu - Página principal
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Exact matrix completion via convex optimization
EJ Candès, B Recht
Foundations of Computational mathematics 9 (6), 717, 2009
51662009
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
B Recht, M Fazel, PA Parrilo
SIAM Review 52 (3), 471-501, 2010
31902010
Random features for large-scale kernel machines
A Rahimi, B Recht
Advances in neural information processing systems 20, 1177-1184, 2007
24012007
Understanding deep learning requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
arXiv preprint arXiv:1611.03530, 2016
22762016
Hogwild!: A lock-free approach to parallelizing stochastic gradient descent
F Niu, B Recht, C Ré, SJ Wright
Advances in Neural Information Processing Systems 24, 693--701, 2011
19112011
Physical one-way functions
R Pappu, B Recht, J Taylor, N Gershenfeld
Science 297 (5589), 2026, 2002
16842002
The Convex Geometry of Linear Inverse Problems
V Chandrasekaran, B Recht, PA Parrilo, AS Willsky
Foundations of Computational Mathematics 12 (6), 805-849, 2012
11832012
A simpler approach to matrix completion
B Recht
The Journal of Machine Learning Research 12, 3413-3430, 2011
8852011
Compressed sensing off the grid
G Tang, BN Bhaskar, P Shah, B Recht
IEEE Transactions on Information Theory 59 (11), 7465-7490, 2013
8382013
Tensor completion and low-n-rank tensor recovery via convex optimization
S Gandy, B Recht, I Yamada
Inverse Problems 27 (2), 025010, 2011
6132011
The marginal value of adaptive gradient methods in machine learning
AC Wilson, R Roelofs, M Stern, N Srebro, B Recht
Advances in neural information processing systems, 4148-4158, 2017
5632017
Train faster, generalize better: Stability of stochastic gradient descent
M Hardt, B Recht, Y Singer
International Conference on Machine Learning, 1225-1234, 2016
5252016
Gradient descent only converges to minimizers
JD Lee, M Simchowitz, MI Jordan, B Recht
Conference on learning theory, 1246-1257, 2016
515*2016
Weighted sums of random kitchen sinks: Replacing minimization with randomization in learning
A Rahimi, B Recht
Advances in Neural Information Processing Systems 21, 2008
4992008
Atomic norm denoising with applications to line spectral estimation
BN Bhaskar, G Tang, B Recht
IEEE Transactions on Signal Processing 61 (23), 5987-5999, 2013
4072013
Online identification and tracking of subspaces from highly incomplete information
L Balzano, R Nowak, B Recht
2010 48th Annual allerton conference on communication, control, and …, 2010
3862010
Blind deconvolution using convex programming
A Ahmed, B Recht, J Romberg
IEEE Transactions on Information Theory 60 (3), 1711-1732, 2013
3472013
Analysis and design of optimization algorithms via integral quadratic constraints
L Lessard, B Recht, A Packard
SIAM Journal on Optimization 26 (1), 57-95, 2016
3252016
Parallel stochastic gradient algorithms for large-scale matrix completion
B Recht, C Ré
Mathematical Programming Computation 5 (2), 201-226, 2013
3222013
Ernest: Efficient performance prediction for large-scale advanced analytics
S Venkataraman, Z Yang, M Franklin, B Recht, I Stoica
13th {USENIX} Symposium on Networked Systems Design and Implementation …, 2016
3072016
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