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)

Nov 2015

Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means, F. Pourkamali-Anaraki, S. Becker.

Oct 2015

Robust Partially-Compressed Least-Squares, S. Becker, B. Kawas, M. Petrik, K. N. Ramamurthy. Accepted in AAAI

Journal publications

2016

2015

2014

2013

2012

2011

2010

2007

2006

2005

Book chapters

Conference publications

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.