294 citations · 958 across the 32 of their papers we have counts for
Showing 2010Show all
3 papers · 1 filter
cs.IT2010★ 10 cited
A probabilistic and RIPless theory of compressed sensing
Emmanuel J. Candes, Yaniv Plan
This paper introduces a simple and very general theory of compressive sensing. In this theory, the sensing mechanism simply selects sensing vectors independently at random from a p…
math.ST2010★ 209 cited
Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism
Ery Arias-Castro, Emmanuel J. Candès, Yaniv Plan
Testing for the significance of a subset of regression coefficients in a linear model, a staple of statistical analysis, goes back at least to the work of Fisher who introduced the…
cs.IT2010★ 140 cited
Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements
Emmanuel J. Candes, Yaniv Plan
This paper presents several novel theoretical results regarding the recovery of a low-rank matrix from just a few measurements consisting of linear combinations of the matrix entri…