Ben Recht

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 3

Top Topics

Matrix Completion

Rank Minimization

Top Venues

J. Mach. Learn. Res.

SIAM J. Sci. Comput.

Publications

Ashia C. Wilson, Ben Recht, Michael I. Jordan
A Lyapunov Analysis of Accelerated Methods in Optimization. J. Mach. Learn. Res. 22 (2021)
Moritz Hardt, Ben Recht, Yoram Singer
Train faster, generalize better: Stability of stochastic gradient descent. ICML (2016)
Stephen Tu, Ross Boczar, Max Simchowitz, Mahdi Soltanolkotabi, Ben Recht
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow. ICML (2016)
Samet Oymak, Ben Recht
Near-Optimal Bounds for Binary Embeddings of Arbitrary Sets. CoRR (2015)
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, Felix J. Herrmann
Fast Methods for Denoising Matrix Completion Formulations, with Applications to Robust Seismic Data Interpolation. SIAM J. Sci. Comput. 36 (5) (2014)
Aleksandr Y. Aravkin, Rajiv Mittal, Hassan Mansour, Ben Recht, Felix J. Herrmann
An SVD-free Pareto curve approach to rank minimization CoRR (2013)
Ben Recht, Christopher Ré, Joel A. Tropp, Victor Bittorf
Factoring nonnegative matrices with linear programs. NIPS (2012)
Nikhil S. Rao, Ben Recht, Robert D. Nowak
Universal Measurement Bounds for Structured Sparse Signal Recovery. AISTATS (2012)
Xixuan Feng, Arun Kumar, Ben Recht, Christopher Ré
Towards a Unified Architecture for in-RDBMS Analytics CoRR (2012)
Yair Bartal, Ben Recht, Leonard J. Schulman
Dimensionality reduction: Beyond the Johnson-Lindenstrauss bound. SODA (2011)
Jason D. Lee, Ben Recht, Ruslan Salakhutdinov, Nathan Srebro, Joel A. Tropp
Practical Large-Scale Optimization for Max-norm Regularization. NIPS (2010)
Andrew B. Goldberg, Xiaojin Zhu, Ben Recht, Jun-Ming Xu, Robert D. Nowak
Transduction with Matrix Completion: Three Birds with One Stone. NIPS (2010)
Maryam Fazel, Emmanuel J. Candès, Ben Recht, Pablo A. Parrilo
Compressed sensing and robust recovery of low rank matrices. ACSCC (2008)
Antonis Papachristodoulou, Ben Recht
Determining Interconnections in Chemical Reaction Networks. ACC (2007)
Ali Rahimi, Ben Recht, Trevor Darrell
Learning to Transform Time Series with a Few Examples. IEEE Trans. Pattern Anal. Mach. Intell. 29 (10) (2007)
James Patten, Ben Recht, Hiroshi Ishii
Interaction techniques for musical performance with tabletop tangible interfaces. Advances in Computer Entertainment Technology (2006)
Ali Rahimi, Ben Recht
Unsupervised Regression with Applications to Nonlinear System Identification. NIPS (2006)
Ali Rahimi, Ben Recht, Trevor Darrell
Learning Appearance Manifolds from Video. CVPR (1) (2005)
Ben Recht, Raffaello D'Andrea
Exploiting symmetry for the distributed control of spatially interconnected systems. CDC (2003)
James Patten, Ben Recht, Hiroshi Ishii
Audiopad: A Tag-based Interface for Musical Performance. NIME (2002)