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Roman Vershynin
Roman Vershynin
Professor of Mathematics, University of California, Irvine
Verified email at uci.edu - Homepage
Title
Cited by
Cited by
Year
High-dimensional probability: An introduction with applications in data science
R Vershynin
Cambridge university press, 2018
37602018
Introduction to the non-asymptotic analysis of random matrices
R Vershynin
arXiv preprint arXiv:1011.3027, 2010
33132010
Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
D Needell, R Vershynin
Foundations of computational mathematics 9, 317-334, 2009
13402009
Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit
D Needell, R Vershynin
IEEE Journal of selected topics in signal processing 4 (2), 310-316, 2010
12622010
On sparse reconstruction from Fourier and Gaussian measurements
M Rudelson, R Vershynin
Communications on Pure and Applied Mathematics: A Journal Issued by the …, 2008
10022008
A randomized Kaczmarz algorithm with exponential convergence
T Strohmer, R Vershynin
Journal of Fourier Analysis and Applications 15 (2), 262-278, 2009
9832009
Hanson-wright inequality and sub-gaussian concentration
M Rudelson, R Vershynin
7902013
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach
Y Plan, R Vershynin
IEEE Transactions on Information Theory 59 (1), 482-494, 2012
5122012
One‐bit compressed sensing by linear programming
Y Plan, R Vershynin
Communications on pure and Applied Mathematics 66 (8), 1275-1297, 2013
4622013
Non-asymptotic theory of random matrices: extreme singular values
M Rudelson, R Vershynin
Proceedings of the International Congress of Mathematicians 2010 (ICM 2010 …, 2010
4562010
The Littlewood–Offord problem and invertibility of random matrices
M Rudelson, R Vershynin
Advances in Mathematics 218 (2), 600-633, 2008
4412008
Smallest singular value of a random rectangular matrix
M Rudelson, R Vershynin
Communications on Pure and Applied Mathematics: A Journal Issued by the …, 2009
4242009
Sampling from large matrices: An approach through geometric functional analysis
M Rudelson, R Vershynin
Journal of the ACM (JACM) 54 (4), 21-es, 2007
4122007
Error correction via linear programming
E Candes, M Rudelson, T Tao, R Vershynin
46th Annual IEEE Symposium on Foundations of Computer Science (FOCS'05), 668-681, 2005
3772005
One sketch for all: fast algorithms for compressed sensing
AC Gilbert, MJ Strauss, JA Tropp, R Vershynin
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing …, 2007
3732007
How close is the sample covariance matrix to the actual covariance matrix?
R Vershynin
Journal of Theoretical Probability 25 (3), 655-686, 2012
3222012
Sparse reconstruction by convex relaxation: Fourier and Gaussian measurements
M Rudelson, R Vershynin
2006 40th Annual Conference on Information Sciences and Systems, 207-212, 2006
3072006
High-dimensional probability, volume 47 of Cambridge Series in Statistical and Probabilistic Mathematics
R Vershynin
Cambridge University Press, Cambridge 7, 14-22, 2018
2522018
Community detection in sparse networks via Grothendieck’s inequality
O Guédon, R Vershynin
Probability Theory and Related Fields 165 (3), 1025-1049, 2016
2402016
Geometric approach to error-correcting codes and reconstruction of signals
M Rudelson, R Vershynin
International mathematics research notices 2005 (64), 4019-4041, 2005
2152005
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