Concepedia
Statistics
Publications
66
Citations
9K
H-Index
37
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 engineering, inverse problems, and signal processing.
Top concepts
EngineeringProbabilityInverse ProblemsSignal ProcessingApproximation TheoryCompressive SensingStatisticsComputer ScienceMathematical ProgrammingSparse Imaging
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 · 937 citations
Signal Recovery, Sparse Representation, Engineering +8
A Randomized Kaczmarz Algorithm with Exponential Convergence
Thomas Strohmer, Roman Vershynin · Journal of Fourier Analysis and Applications · 2008 · 886 citations
Engineering, Stochastic Optimization, Randomized Kaczmarz Algorithm +4
On sparse reconstruction from Fourier and Gaussian measurements
Mark Rudelson, Roman Vershynin · Communications on Pure and Applied Mathematics · 2007 · 864 citations
Sparse Representation, Engineering, Convex Relaxation +11
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 · 841 citations
Computational Science, Signal Recovery, Simple Greedy +14
Introduction to the non-asymptotic analysis of random matrices
Roman Vershynin · Cambridge University Press eBooks · 2012 · 577 citations · Full text
Mathematical Programming, Geometric Functional Analysis, Low-rank Approximation +11
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