Ben Recht

Ben Recht

Ben Recht

Alumni

Assistant Professor of Computer Sciences, Optimization

Years Active

2010-

Education

  • B.S., University of Chicago
  • M.S., Massachusetts Institute of Technology
  • Ph.D., Massachusetts Institute of Technology
  • Postdoctoral Fellow, California Institute of Technology

About

brecht@berkeley.edu

387 Soda Hall, MC 1776
Berkeley, CA 94720

 

Research Description

Includes scalable computational tools based on convex optimization and randomized algorithms for large-scale data analysis system identification and machine learning.

Affiliations

Editorial Board: Journal of Machine Learning Research.

Selected Publications

  • Blind Deconvolution using Convex Programming. Ali Ahmed, Benjamin Recht, and Justin Romberg. Submitted for publication. 2012.
  • Alterations in Cerebrospinal Fluid Proteins in a Presymptomatic Primary Glioma Model. John C. Whitin, Taichang Jang, Milton Merchant, Tom T-S. Yu, Kenneth Lau, Benjamin Recht, Harvey J. Cohen, and Lawrence Recht. PLoS ONE 7(11): e49724. 2012.
  • Query Complexity of Derivative-Free Optimization. Kevin Jamieson, Robert D. Nowak and Benjamin Recht. To Appear in NIPS 2012.
  • Compressed Sensing off the Grid. Gongguo Tang, Badri Bhaskar, Parikshit Shah, and Benjamin Recht. 2012.
  • Factoring nonnegative matrices with linear programs. Victor Bittorf, Benjamin Recht, Christopher Re, and Joel A. Tropp. To Appear in NIPS 2012.
  • Linear System Identication via Atomic Norm Regularization. Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, and Benjamin Recht. To Appear in CDC 2012.
  • Security Analysis of Smartphone Point-of-Sale Systems. WesLee Frisby, Benjamin Moench, Benjamin Recht, and Thomas Ristenpart. In Proceedings of WOOT 2012.
  • Decomposition Methods for Large Scale LP Decoding. Siddharth Barman, Xishuo Liu, Stark Draper, and Benjamin Recht. 2012.
  • Atomic norm denoising with applications to line spectral estimation. Badri Narayan Bhaskar, Gongguo Tang, and Benjamin Recht. 2012.
  • Beneath the Valley of the Noncommutative Arithmetic-Geometric Mean Inequality: Conjectures, Case Studies, and Consequences. Benjamin Recht and Christopher Re. In Proceedings of COLT. 2012.