294 citations · 958 across the 32 of their papers we have counts for
Showing 2014 · cs.ITShow all
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cs.IT2014
On the Effective Measure of Dimension in the Analysis Cosparse Model
Raja Giryes, Yaniv Plan, Roman Vershynin
Many applications have benefited remarkably from low-dimensional models in the recent decade. The fact that many signals, though high dimensional, are intrinsically low dimensional…
cs.IT2014★ 12 cited
Exponential decay of reconstruction error from binary measurements of sparse signals
Richard Baraniuk, Simon Foucart, Deanna Needell +2
Binary measurements arise naturally in a variety of statistical and engineering applications. They may be inherent to the problem---e.g., in determining the relationship between ge…