researcher

Stephen Becker

University of Colorado Boulder

44 papers hereh-index 214.9k citations111 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author1
first author7
middle author17
last author17

Across the 42 of 44 papers where every author was matched, so the position is known.

fields

affiliations

University of Colorado Boulder

Homepage ORCID 0000-0002-1932-8159

same name

Stephen Becker — 18 papers, h 7
Stephen Becker — 5 papers, h 1
Stephen Becker — 4 papers, h 2
Stephen Becker — 2 papers, h 1
Stephen Becker — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20072023

most citedQuantum state tomography via compressed sensing

1.1k citations · 3.5k across the 39 of their papers we have counts for

collaborators

Showing 2014Show all

2 papers · 1 filter

math.OC2014★ 307 cited

Convex Optimization for Big Data

Volkan Cevher, Stephen Becker, Mark Schmidt

This article reviews recent advances in convex optimization algorithms for Big Data, which aim to reduce the computational, storage, and communications bottlenecks. We provide an o…

math.OC2014★ 55 cited

A variational approach to stable principal component pursuit

Aleksandr Aravkin, Stephen Becker, Volkan Cevher +1

We introduce a new convex formulation for stable principal component pursuit (SPCP) to decompose noisy signals into low-rank and sparse representations. For numerical solutions of…