Concepedia
Statistics
Publications
67
Citations
9.2K
H-Index
38
Active since
2000
Affiliations
University of Michigan(Current)
University of California, Davis
University of Missouri
University of California, Irvine
California Institute of Technology
Roman Vershynin is an author at University of Michigan specializing in mathematics, computer science, and natural sciences.
Publications per year
2000–2023
Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit
Deanna Needell, Roman Vershynin · Foundations of Computational Mathematics · 2008 · 945 citations
Engineering, Electrical Engineering, Information Theory +13
A Randomized Kaczmarz Algorithm with Exponential Convergence
Thomas Strohmer, Roman Vershynin · Journal of Fourier Analysis and Applications · 2008 · 918 citations
Computing, Computer Science, Mathematics +8
On sparse reconstruction from Fourier and Gaussian measurements
Mark Rudelson, Roman Vershynin · Communications on Pure and Applied Mathematics · 2007 · 883 citations
Natural Sciences, Mathematics, Information Theory +15
Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit
Deanna Needell, Roman Vershynin · IEEE Journal of Selected Topics in Signal Processing · 2010 · 846 citations
Computing, Computer Science, Algorithms +9
Introduction to the non-asymptotic analysis of random matrices
Roman Vershynin · Cambridge University Press eBooks · 2012 · 582 citations · Full text
Natural Sciences, Mathematics, Information Theory +9
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