294 citations · 958 across the 32 of their papers we have counts for
Showing 2010 · cs.ITShow all
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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…
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…