Joel A Tropp

Full Professor, Computing and Mathematical Sciences, California Institute of Technology

Joined

February 2019

Joel A Tropp (Preferred)

Joel Tropp

Joel A. Tropp

****@cms.caltech.edu (Confirmed)

****@caltech.edu (Confirmed)

Full Professor

Computing and Mathematical Sciences, California Institute of Technology (caltech.edu)

2012 – Present

Assistant Professor

California Institute of Technology (caltech.edu)

2007 – 2012

PhD Advisor

Inderjit S Dhillon

Present

PhD Advisor

Anna Gilbert

Present

No areas of expertise listed

Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data
Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Time-Data Tradeoffs by Aggressive Smoothing
John J. Bruer, Joel A. Tropp, Volkan Cevher, Stephen Becker
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
Factoring nonnegative matrices with linear programs
Ben Recht, Christopher Ré, Joel A. Tropp, Victor Bittorf
- 2012 (modified: 11 Nov 2022)
- NIPS 2012
- Readers: Everyone
Practical Large-Scale Optimization for Max-norm Regularization
Jason D. Lee, Ben Recht, Ruslan Salakhutdinov, Nathan Srebro, Joel A. Tropp
- 2010 (modified: 11 Nov 2022)
- NIPS 2010
- Readers: Everyone
Triangle Fixing Algorithms for the Metric Nearness Problem
Inderjit S. Dhillon, Suvrit Sra, Joel A. Tropp
- 2004 (modified: 11 Nov 2022)
- NIPS 2004
- Readers: Everyone