Papers

Preprints

(for the very latest, see my arXiv papers, google scholar papers, DBLP computer science papers, or ResearchGate and academia.edu profiles; my ORCID)

Apr 2018

Efficient Solvers for Sparse Subspace Clustering, Farhad Pourkamali-Anaraki, Stephen Becker

Jan 2018

Template Polyhedra and Bilinear Optimization, Jessica Gronski, Mohamed-Amin Ben Sassi, Stephen Becker, Sriram Sankaranarayanan

Jan 2018

On Quasi-Newton Forward–Backward Splitting: Proximal Calculus and Convergence, Stephen Becker, Jalal Fadili, Peter Ochs. arXiv link

Aug 2017

Improved Fixed-Rank Nystrom Approximation via QR Decomposition: Practical and Theoretical Aspects, Farhad Pourkamali-Anaraki, Stephen Becker

March 2017

URV Factorization with Random Orthogonal System Mixing, Stephen Becker, James Folberth, Laura Grigori

Feb 2017

Adapting Regularized Low Rank Models for Parallel Architectures, Derek Driggs, Stephen Becker, Aleksandr Aravkin

Journal publications

2018

2017

2016

2015

2014

2013

2012

2011

2010

2007

2006

2005

Book chapters

Conference publications

2018

2017

2016

2015

2014

2013

2012

Selected Talks

(full list of invited talks is on my CV; here I list a few that have video or slides or websites)

Technical Reports

May 2016

Exact linesearch for LASSO discusses exact step-size selection for piecewise quadratic objective functions, with code at github

Theses

April 2011

Practical Compressed Sensing: modern data acquisition and signal processing, California Institute of Technology (PhD thesis). Co-winner, Carey prize.

April 2005

Translational and Rotational Dynamics of Supercooled Water, Wesleyan University (undergraduate thesis). Co-winner, Bertman prize.

Miscellany

Copyright information

Please support journals that allow authors to post their final papers.

The SHERPA/ROMEO website lists the policies of many publishers. The SPARC addendum is an addendum to copyright agreements that authors may request their publisher to sign.