Roman Vershynin

13.7k total citations · 7 hit papers
66 papers, 6.4k citations indexed

About

Roman Vershynin is a scholar working on Computational Mechanics, Statistics and Probability and Mathematical Physics. According to data from OpenAlex, Roman Vershynin has authored 66 papers receiving a total of 6.4k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computational Mechanics, 23 papers in Statistics and Probability and 20 papers in Mathematical Physics. Recurrent topics in Roman Vershynin's work include Sparse and Compressive Sensing Techniques (22 papers), Random Matrices and Applications (17 papers) and Point processes and geometric inequalities (13 papers). Roman Vershynin is often cited by papers focused on Sparse and Compressive Sensing Techniques (22 papers), Random Matrices and Applications (17 papers) and Point processes and geometric inequalities (13 papers). Roman Vershynin collaborates with scholars based in United States, Canada and France. Roman Vershynin's co-authors include Mark Rudelson, Deanna Needell, Thomas Strohmer, Yaniv Plan, Arvind Ganesh, Moshe Mishali, Jarvis Haupt, José Antonio Urigüen, Andrea Montanari and Weiyu Xu and has published in prestigious journals such as IEEE Transactions on Information Theory, Artificial Intelligence and Journal of the ACM.

In The Last Decade

Roman Vershynin

64 papers receiving 6.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Compressed Sensing

2012 1.1k citations Yonina C. Eldar, Mark A. Davenport et al. Cambridge University Press eBooks profile →
High-Dimensional Probability

2018 678 citations Roman Vershynin Cambridge University Press eBooks profile →
Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit

2008 647 citations Deanna Needell, Roman Vershynin profile →
Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit

2010 567 citations Deanna Needell, Roman Vershynin profile →
A Randomized Kaczmarz Algorithm with Exponential Convergence

2008 465 citations Thomas Strohmer, Roman Vershynin profile →
On sparse reconstruction from Fourier and Gaussian measurements

2007 412 citations Mark Rudelson, Roman Vershynin profile →
High-Dimensional Probability: An Introduction with Applications in Data Science

2018 352 citations Roman Vershynin profile →

Peers

Countries citing papers authored by Roman Vershynin

Since Specialization

Citations

This map shows the geographic impact of Roman Vershynin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Roman Vershynin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roman Vershynin more than expected).

Fields of papers citing papers by Roman Vershynin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Roman Vershynin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Roman Vershynin. The network helps show where Roman Vershynin may publish in the future.

Co-authorship network of co-authors of Roman Vershynin

This figure shows the co-authorship network connecting the top 25 collaborators of Roman Vershynin. A scholar is included among the top collaborators of Roman Vershynin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Roman Vershynin. Roman Vershynin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	High-Dimensional Probability 2026 ·Cambridge University Press eBooks ·Roman Vershynin	0
2	Private measures, random walks, and synthetic data 2024 ·Probability Theory and Related Fields ·(unknown), Thomas Strohmer, Roman Vershynin	1
3	Marchenko–Pastur law with relaxed independence conditions 2020 ·Random Matrices Theory and Application ·(unknown), Roman Vershynin, Hongkai Zhao	11
4	High-Dimensional Probability: An Introduction with Applications in Data Science breakdown → 2018 ·Roman Vershynin	352
5	High-dimensional estimation with geometric constraints: Table 1. 2016 ·Information and Inference A Journal of the IMA ·Yaniv Plan, Roman Vershynin, Elena Yudovina	30
6	Smoothed analysis of symmetric random matrices with continuous distributions 2015 ·Proceedings of the American Mathematical Society ·(unknown), Roman Vershynin	5
7	On the effective measure of dimension in total variation minimization 2015 ·Raja Giryes, Yaniv Plan, Roman Vershynin	1
8	Optimization via Low-rank Approximation, with Applications to Community Detection in Networks. 2014 ·arXiv (Cornell University) ·(unknown), Elizaveta Levina, Roman Vershynin	1
9	One-bit compressed sensing with non-Gaussian measurements 2013 ·Linear Algebra and its Applications ·(unknown), (unknown), Yaniv Plan, Roman Vershynin	68
10	Compressed Sensing breakdown → 2012 ·Cambridge University Press eBooks ·Yonina C. Eldar, Mark A. Davenport, Alexey Castrodad, Moshe Mishali, José Antonio Urigüen, Roman Vershynin, Jarvis Haupt, Weiyu Xu, Thomas Blumensath, Andrea Montanari, Robert Calderbank, Gitta Kutyniok, Arvind Ganesh	1142
11	Invertibility of symmetric random matrices 2012 ·Random Structures and Algorithms ·Roman Vershynin	40
12	Spectral norm of products of random and deterministic matrices 2010 ·Probability Theory and Related Fields ·Roman Vershynin	28
13	Uncertainty Principles and Vector Quantization 2010 ·IEEE Transactions on Information Theory ·Yurii Lyubarskii, Roman Vershynin	37
14	The Littlewood–Offord problem and invertibility of random matrices 2008 ·Advances in Mathematics ·Mark Rudelson, Roman Vershynin	143
15	Greedy signal recovery and uncertainty principles 2008 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Deanna Needell, Roman Vershynin	23
16	One sketch for all 2007 ·Anna C. Gilbert, Michael Strauss, Joel A. Tropp, Roman Vershynin	152
17	Isoperimetry of waists and local versus global asymptotic convex geometries 2005 ·Duke Mathematical Journal ·Roman Vershynin	4
18	Random Euclidean embeddings in spaces of bounded volume ratio 2004 ·Comptes Rendus Mathématique ·Alexander E. Litvak, Alain Pajor, Mark Rudelson, Nicole Tomczak-Jaegermann, Roman Vershynin	10
19	Frames and the Feichtinger conjecture 2004 ·Proceedings of the American Mathematical Society ·Peter G. Casazza, Ole Christensen, Alexander Lindner, Roman Vershynin	39
20	John's decompositions: Selecting a large part 2001 ·Israel Journal of Mathematics ·Roman Vershynin	31

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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