Edit Profile (opens in new tab) Vershynin, Roman Compute Distance To: Compute Author ID: vershynin.roman Published as: Vershynin, Roman; Vershynin, R.; Vershinin, R. V.; Vershynin, R. V. more...less Homepage: http://www-personal.umich.edu/~romanv/ External Links: MGP · ResearchGate · Math-Net.Ru Documents Indexed: 75 Publications since 1998, including 1 Book Co-Authors: 41 Co-Authors with 53 Joint Publications 1,043 Co-Co-Authors all top 5 Co-Authors 22 single-authored 17 Rudelson, Mark 8 Plan, Yaniv 4 Levina, Elizaveta 3 Baldi, Pierre 3 Le, Can Minh 3 Mendelson, Shahar 3 Strohmer, Thomas 3 Tomczak-Jaegermann, Nicole 2 Casazza, Peter George 2 Litvak, Aleksandr Evgen’evich 2 Pajor, Alain 1 Ai, Albert 1 Banks, Jess 1 Christensen, Ole 1 Diestel, Joseph 1 Farrell, Brendan 1 Gilbert, Anna C. 1 Giryes, Raja 1 Godefroy, Gilles 1 Guédon, Olivier 1 Kadets, Vladimir M. 1 Klartag, Bo’az 1 Lapanowski, Alex 1 Liaw, Christopher 1 Lindner, Alexander M. 1 Livshyts, Galyna V. 1 Lyubarskii, Yurii I. 1 Mehrabian, Abbas 1 Moore, Cristopher 1 Needell, Deanna 1 Pełczyński, Aleksander 1 Rebrova, Elizaveta 1 Schechtman, Gideon 1 Srivastava, Nikhil 1 Strauss, Martin J. 1 Tan, Yan Shuo 1 Tikhomirov, Konstantin E. 1 Tropp, Joel A. 1 Verzelen, Nicolas 1 Xu, Jiaming 1 Yudovina, Elena all top 5 Serials 5 IEEE Transactions on Information Theory 3 Communications on Pure and Applied Mathematics 3 Israel Journal of Mathematics 3 Advances in Mathematics 3 The Annals of Probability 3 Probability Theory and Related Fields 2 Duke Mathematical Journal 2 Proceedings of the American Mathematical Society 2 Random Structures & Algorithms 2 IMRN. International Mathematics Research Notices 2 Geometric and Functional Analysis. GAFA 2 The Journal of Fourier Analysis and Applications 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Information and Inference 2 SIAM Journal on Mathematics of Data Science 1 Studia Mathematica 1 Ukraïns’kyĭ Matematychnyĭ Zhurnal 1 The Annals of Statistics 1 Archiv der Mathematik 1 Inventiones Mathematicae 1 Journal für die Reine und Angewandte Mathematik 1 Quaestiones Mathematicae 1 SIAM Journal on Computing 1 Rendiconti. Scienze Matemàtiche e Applicazioni. A 1 Discrete & Computational Geometry 1 Journal of Theoretical Probability 1 Journal of the American Mathematical Society 1 Neural Networks 1 Acta Mathematica Universitatis Comenianae. New Series 1 Linear Algebra and its Applications 1 Notices of the American Mathematical Society 1 Russian Mathematics 1 Applied and Computational Harmonic Analysis 1 Matematicheskaya Fizika, Analiz, Geometriya 1 Electronic Communications in Probability 1 Bernoulli 1 Journal of the ACM 1 Annals of Mathematics. Second Series 1 Foundations of Computational Mathematics 1 Journal of Statistical Mechanics: Theory and Experiment 1 Cambridge Series in Statistical and Probabilistic Mathematics all top 5 Fields 31 Probability theory and stochastic processes (60-XX) 22 Functional analysis (46-XX) 15 Information and communication theory, circuits (94-XX) 13 Computer science (68-XX) 12 Convex and discrete geometry (52-XX) 11 Linear and multilinear algebra; matrix theory (15-XX) 9 Statistics (62-XX) 6 Numerical analysis (65-XX) 6 Operations research, mathematical programming (90-XX) 4 Combinatorics (05-XX) 3 Operator theory (47-XX) 2 Approximations and expansions (41-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 65 Publications have been cited 1,804 times in 1,265 Documents Cited by ▼ Year ▼ A randomized Kaczmarz algorithm with exponential convergence. Zbl 1169.68052Strohmer, Thomas; Vershynin, Roman 186 2009 High-dimensional probability. An introduction with applications in data science. Zbl 1430.60005Vershynin, Roman 172 2018 The Littlewood-Offord problem and invertibility of random matrices. Zbl 1139.15015Rudelson, Mark; Vershynin, Roman 141 2008 On sparse reconstruction from Fourier and Gaussian measurements. Zbl 1149.94010Rudelson, Mark; Vershynin, Roman 133 2008 Hanson-Wright inequality and sub-Gaussian concentration. Zbl 1329.60056Rudelson, Mark; Vershynin, Roman 98 2013 Smallest singular value of a random rectangular matrix. Zbl 1183.15031Rudelson, Mark; Vershynin, Roman 95 2009 Non-asymptotic theory of random matrices: extreme singular values. Zbl 1227.60011Rudelson, Mark; Vershynin, Roman 74 2011 Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit. Zbl 1183.68739Needell, Deanna; Vershynin, Roman 67 2009 Invertibility of symmetric random matrices. Zbl 1291.15088Vershynin, Roman 53 2014 Robust 1-bit compressed sensing and sparse logistic regression: a convex programming approach. Zbl 1364.94153Plan, Yaniv; Vershynin, Roman 44 2013 One-bit compressed sensing by linear programming. Zbl 1335.94018Plan, Yaniv; Vershynin, Roman 42 2013 Sampling from large matrices: an approach through geometric functional analysis. Zbl 1326.68333Rudelson, Mark; Vershynin, Roman 40 2007 How close is the sample covariance matrix to the actual covariance matrix? Zbl 1365.62208Vershynin, Roman 40 2012 Frames and the Feichtinger conjecture. Zbl 1082.46018Casazza, Peter G.; Christensen, Ole; Lindner, Alexander M.; Vershynin, Roman 31 2005 Community detection in sparse networks via Grothendieck’s inequality. Zbl 1357.90111Guédon, Olivier; Vershynin, Roman 30 2016 Concentration and regularization of random graphs. Zbl 1373.05179Le, Can M.; Levina, Elizaveta; Vershynin, Roman 30 2017 Delocalization of eigenvectors of random matrices with independent entries. Zbl 1352.60007Rudelson, Mark; Vershynin, Roman 29 2015 Spectral norm of products of random and deterministic matrices. Zbl 1235.60009Vershynin, Roman 27 2011 Small ball probability and Dvoretzky’s Theorem. Zbl 1120.46003Klartag, B.; Vershynin, R. 26 2007 Geometric approach to error-correcting codes and reconstruction of signals. Zbl 1103.94014Rudelson, Mark; Vershynin, Roman 25 2005 Entropy and the combinatorial dimension. Zbl 1039.60016Mendelson, S.; Vershynin, R. 24 2003 John’s decompositions: Selecting a large part. Zbl 0998.46006Vershynin, R. 23 2001 Covariance estimation for distributions with \({2+\varepsilon}\) moments. Zbl 1293.62121Srivastava, Nikhil; Vershynin, Roman 23 2013 No-gaps delocalization for general random matrices. Zbl 1375.60027Rudelson, Mark; Vershynin, Roman 22 2016 Small ball probabilities for linear images of high-dimensional distributions. Zbl 1330.60029Rudelson, Mark; Vershynin, Roman 20 2015 Dimension reduction by random hyperplane tessellations. Zbl 1296.52014Plan, Yaniv; Vershynin, Roman 20 2014 The generalized lasso with non-linear observations. Zbl 1359.94153Plan, Yaniv; Vershynin, Roman 19 2016 One-bit compressed sensing with non-Gaussian measurements. Zbl 1332.94041Ai, Albert; Lapanowski, Alex; Plan, Yaniv; Vershynin, Roman 18 2014 The least singular value of a random square matrix is O\((n ^{- 1/2})\). Zbl 1152.60042Rudelson, Mark; Vershynin, Roman 18 2008 One sketch for all: fast algorithms for compressed sensing. Zbl 1232.94008Gilbert, A. C.; Strauss, M. J.; Tropp, J. A.; Vershynin, R. 18 2007 Combinatorics of random processes and sections of convex bodies. Zbl 1114.60009Rudelson, M.; Vershynin, R. 16 2006 Phase retrieval via randomized Kaczmarz: theoretical guarantees. Zbl 1476.90224Tan, Yan Shuo; Vershynin, Roman 15 2019 Invertibility of random matrices: unitary and orthogonal perturbations. Zbl 1290.60007Rudelson, Mark; Vershynin, Roman 12 2014 High-dimensional estimation with geometric constraints. Zbl 1383.62121Plan, Y.; Vershynin, R.; Yudovina, E. 12 2017 Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. Zbl 1401.94065Banks, Jess; Moore, Cristopher; Vershynin, Roman; Verzelen, Nicolas; Xu, Jiaming 11 2018 Uncertainty principles and vector quantization. Zbl 1366.94117Lyubarskii, Yurii; Vershynin, Roman 10 2010 A randomized solver for linear systems with exponential convergence. Zbl 1155.65323Strohmer, Thomas; Vershynin, Roman 10 2006 Estimation in high dimensions: a geometric perspective. Zbl 1370.94269Vershynin, Roman 10 2015 Beyond Hirsch conjecture: walks on random polytopes and smoothed complexity of the simplex method. Zbl 1200.68128Vershynin, Roman 9 2009 Partial estimation of covariance matrices. Zbl 1318.62179Levina, Elizaveta; Vershynin, Roman 9 2012 Concentration inequalities for random tensors. Zbl 1472.60041Vershynin, Roman 8 2020 The smallest singular value of inhomogeneous square random matrices. Zbl 1467.60010Livshyts, Galyna V.; Tikhomirov, Konstantin; Vershynin, Roman 8 2021 Isoperimetry of waists and local versus global asymptotic convex geometries. Zbl 1103.46008Vershynin, Roman 7 2006 Random Euclidean embeddings in spaces of bounded volume ratio. Zbl 1049.46007Litvak, Alexander; Pajor, Alain; Rudelson, Mark; Tomczak-Jaegermann, Nicole; Vershynin, Roman 7 2004 Comments on the randomized Kaczmarz method. Zbl 1177.68253Strohmer, Thomas; Vershynin, Roman 7 2009 On the effective measure of dimension in the analysis cosparse model. Zbl 1359.94032Giryes, Raja; Plan, Yaniv; Vershynin, Roman 7 2015 Optimization via low-rank approximation for community detection in networks. Zbl 1331.62312Le, Can M.; Levina, Elizaveta; Vershynin, Roman 6 2016 Euclidean embeddings in spaces of finite volume ratio via random matrices. Zbl 1090.52002Litvak, A. E.; Pajor, A.; Rudelson, M.; Tomczak-Jaegermann, N.; Vershynin, R. 6 2005 A simple tool for bounding the deviation of random matrices on geometric sets. Zbl 1366.60011Liaw, Christopher; Mehrabian, Abbas; Plan, Yaniv; Vershynin, Roman 5 2017 Random sets of isomorphism of linear operators on Hilbert space. Zbl 1129.46006Vershynin, Roman 5 2006 Smoothed analysis of symmetric random matrices with continuous distributions. Zbl 1335.60007Farrell, Brendan; Vershynin, Roman 4 2016 Approximating the moments of marginals of high-dimensional distributions. Zbl 1271.62122Vershynin, Roman 4 2011 Norms of random matrices: local and global problems. Zbl 1380.60016Rebrova, Elizaveta; Vershynin, Roman 4 2018 Frame expansions with erasures: an approach through the non-commutative operator theory. Zbl 1070.94005Vershynin, Roman 3 2005 On large random almost euclidean bases. Zbl 0982.46005Vershynin, R. 3 2000 Entropy, combinatorial dimensions and random averages. Zbl 1050.68071Mendelson, Shahar; Vershynin, Roman 3 2002 The capacity of feedforward neural networks. Zbl 1434.68498Baldi, Pierre; Vershynin, Roman 3 2019 Remarks on the geometry of coordinate projections in \(\mathbb{R}^n\). Zbl 1066.46009Mendelson, S.; Vershynin, R. 2 2004 Subsequences of frames. Zbl 0987.46028Vershynin, R. 2 2001 Concentration of random graphs and application to community detection. Zbl 1448.05179Le, Can M.; Levina, Elizaveta; Vershynin, Roman 2 2018 Embedding Levy families into Banach spaces. Zbl 1012.46013Rudelson, M.; Vershynin, R. 2 2002 A tribute to Nigel J. Kalton (1946–2010). Zbl 1284.01055Pelczyński, Aleksander; Diestel, Joe; Vershynin, Roman; Godefroy, Gilles 1 2012 Absolutely representing systems, uniform smoothness and type. Zbl 0977.46003Vershynin, R. 1 2000 Some problems in asymptotic convex geometry and random matrices motivated by numerical algorithms. Zbl 1173.90476Vershynin, Roman 1 2007 Integer cells in convex sets. Zbl 1084.52005Vershynin, R. 1 2005 The smallest singular value of inhomogeneous square random matrices. Zbl 1467.60010Livshyts, Galyna V.; Tikhomirov, Konstantin; Vershynin, Roman 8 2021 Concentration inequalities for random tensors. Zbl 1472.60041Vershynin, Roman 8 2020 Phase retrieval via randomized Kaczmarz: theoretical guarantees. Zbl 1476.90224Tan, Yan Shuo; Vershynin, Roman 15 2019 The capacity of feedforward neural networks. Zbl 1434.68498Baldi, Pierre; Vershynin, Roman 3 2019 High-dimensional probability. An introduction with applications in data science. Zbl 1430.60005Vershynin, Roman 172 2018 Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization. Zbl 1401.94065Banks, Jess; Moore, Cristopher; Vershynin, Roman; Verzelen, Nicolas; Xu, Jiaming 11 2018 Norms of random matrices: local and global problems. Zbl 1380.60016Rebrova, Elizaveta; Vershynin, Roman 4 2018 Concentration of random graphs and application to community detection. Zbl 1448.05179Le, Can M.; Levina, Elizaveta; Vershynin, Roman 2 2018 Concentration and regularization of random graphs. Zbl 1373.05179Le, Can M.; Levina, Elizaveta; Vershynin, Roman 30 2017 High-dimensional estimation with geometric constraints. Zbl 1383.62121Plan, Y.; Vershynin, R.; Yudovina, E. 12 2017 A simple tool for bounding the deviation of random matrices on geometric sets. Zbl 1366.60011Liaw, Christopher; Mehrabian, Abbas; Plan, Yaniv; Vershynin, Roman 5 2017 Community detection in sparse networks via Grothendieck’s inequality. Zbl 1357.90111Guédon, Olivier; Vershynin, Roman 30 2016 No-gaps delocalization for general random matrices. Zbl 1375.60027Rudelson, Mark; Vershynin, Roman 22 2016 The generalized lasso with non-linear observations. Zbl 1359.94153Plan, Yaniv; Vershynin, Roman 19 2016 Optimization via low-rank approximation for community detection in networks. Zbl 1331.62312Le, Can M.; Levina, Elizaveta; Vershynin, Roman 6 2016 Smoothed analysis of symmetric random matrices with continuous distributions. Zbl 1335.60007Farrell, Brendan; Vershynin, Roman 4 2016 Delocalization of eigenvectors of random matrices with independent entries. Zbl 1352.60007Rudelson, Mark; Vershynin, Roman 29 2015 Small ball probabilities for linear images of high-dimensional distributions. Zbl 1330.60029Rudelson, Mark; Vershynin, Roman 20 2015 Estimation in high dimensions: a geometric perspective. Zbl 1370.94269Vershynin, Roman 10 2015 On the effective measure of dimension in the analysis cosparse model. Zbl 1359.94032Giryes, Raja; Plan, Yaniv; Vershynin, Roman 7 2015 Invertibility of symmetric random matrices. Zbl 1291.15088Vershynin, Roman 53 2014 Dimension reduction by random hyperplane tessellations. Zbl 1296.52014Plan, Yaniv; Vershynin, Roman 20 2014 One-bit compressed sensing with non-Gaussian measurements. Zbl 1332.94041Ai, Albert; Lapanowski, Alex; Plan, Yaniv; Vershynin, Roman 18 2014 Invertibility of random matrices: unitary and orthogonal perturbations. Zbl 1290.60007Rudelson, Mark; Vershynin, Roman 12 2014 Hanson-Wright inequality and sub-Gaussian concentration. Zbl 1329.60056Rudelson, Mark; Vershynin, Roman 98 2013 Robust 1-bit compressed sensing and sparse logistic regression: a convex programming approach. Zbl 1364.94153Plan, Yaniv; Vershynin, Roman 44 2013 One-bit compressed sensing by linear programming. Zbl 1335.94018Plan, Yaniv; Vershynin, Roman 42 2013 Covariance estimation for distributions with \({2+\varepsilon}\) moments. Zbl 1293.62121Srivastava, Nikhil; Vershynin, Roman 23 2013 How close is the sample covariance matrix to the actual covariance matrix? Zbl 1365.62208Vershynin, Roman 40 2012 Partial estimation of covariance matrices. Zbl 1318.62179Levina, Elizaveta; Vershynin, Roman 9 2012 A tribute to Nigel J. Kalton (1946–2010). Zbl 1284.01055Pelczyński, Aleksander; Diestel, Joe; Vershynin, Roman; Godefroy, Gilles 1 2012 Non-asymptotic theory of random matrices: extreme singular values. Zbl 1227.60011Rudelson, Mark; Vershynin, Roman 74 2011 Spectral norm of products of random and deterministic matrices. Zbl 1235.60009Vershynin, Roman 27 2011 Approximating the moments of marginals of high-dimensional distributions. Zbl 1271.62122Vershynin, Roman 4 2011 Uncertainty principles and vector quantization. Zbl 1366.94117Lyubarskii, Yurii; Vershynin, Roman 10 2010 A randomized Kaczmarz algorithm with exponential convergence. Zbl 1169.68052Strohmer, Thomas; Vershynin, Roman 186 2009 Smallest singular value of a random rectangular matrix. Zbl 1183.15031Rudelson, Mark; Vershynin, Roman 95 2009 Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit. Zbl 1183.68739Needell, Deanna; Vershynin, Roman 67 2009 Beyond Hirsch conjecture: walks on random polytopes and smoothed complexity of the simplex method. Zbl 1200.68128Vershynin, Roman 9 2009 Comments on the randomized Kaczmarz method. Zbl 1177.68253Strohmer, Thomas; Vershynin, Roman 7 2009 The Littlewood-Offord problem and invertibility of random matrices. Zbl 1139.15015Rudelson, Mark; Vershynin, Roman 141 2008 On sparse reconstruction from Fourier and Gaussian measurements. Zbl 1149.94010Rudelson, Mark; Vershynin, Roman 133 2008 The least singular value of a random square matrix is O\((n ^{- 1/2})\). Zbl 1152.60042Rudelson, Mark; Vershynin, Roman 18 2008 Sampling from large matrices: an approach through geometric functional analysis. Zbl 1326.68333Rudelson, Mark; Vershynin, Roman 40 2007 Small ball probability and Dvoretzky’s Theorem. Zbl 1120.46003Klartag, B.; Vershynin, R. 26 2007 One sketch for all: fast algorithms for compressed sensing. Zbl 1232.94008Gilbert, A. C.; Strauss, M. J.; Tropp, J. A.; Vershynin, R. 18 2007 Some problems in asymptotic convex geometry and random matrices motivated by numerical algorithms. Zbl 1173.90476Vershynin, Roman 1 2007 Combinatorics of random processes and sections of convex bodies. Zbl 1114.60009Rudelson, M.; Vershynin, R. 16 2006 A randomized solver for linear systems with exponential convergence. Zbl 1155.65323Strohmer, Thomas; Vershynin, Roman 10 2006 Isoperimetry of waists and local versus global asymptotic convex geometries. Zbl 1103.46008Vershynin, Roman 7 2006 Random sets of isomorphism of linear operators on Hilbert space. Zbl 1129.46006Vershynin, Roman 5 2006 Frames and the Feichtinger conjecture. Zbl 1082.46018Casazza, Peter G.; Christensen, Ole; Lindner, Alexander M.; Vershynin, Roman 31 2005 Geometric approach to error-correcting codes and reconstruction of signals. Zbl 1103.94014Rudelson, Mark; Vershynin, Roman 25 2005 Euclidean embeddings in spaces of finite volume ratio via random matrices. Zbl 1090.52002Litvak, A. E.; Pajor, A.; Rudelson, M.; Tomczak-Jaegermann, N.; Vershynin, R. 6 2005 Frame expansions with erasures: an approach through the non-commutative operator theory. Zbl 1070.94005Vershynin, Roman 3 2005 Integer cells in convex sets. Zbl 1084.52005Vershynin, R. 1 2005 Random Euclidean embeddings in spaces of bounded volume ratio. Zbl 1049.46007Litvak, Alexander; Pajor, Alain; Rudelson, Mark; Tomczak-Jaegermann, Nicole; Vershynin, Roman 7 2004 Remarks on the geometry of coordinate projections in \(\mathbb{R}^n\). Zbl 1066.46009Mendelson, S.; Vershynin, R. 2 2004 Entropy and the combinatorial dimension. Zbl 1039.60016Mendelson, S.; Vershynin, R. 24 2003 Entropy, combinatorial dimensions and random averages. Zbl 1050.68071Mendelson, Shahar; Vershynin, Roman 3 2002 Embedding Levy families into Banach spaces. Zbl 1012.46013Rudelson, M.; Vershynin, R. 2 2002 John’s decompositions: Selecting a large part. Zbl 0998.46006Vershynin, R. 23 2001 Subsequences of frames. Zbl 0987.46028Vershynin, R. 2 2001 On large random almost euclidean bases. Zbl 0982.46005Vershynin, R. 3 2000 Absolutely representing systems, uniform smoothness and type. Zbl 0977.46003Vershynin, R. 1 2000 all cited Publications top 5 cited Publications all top 5 Cited by 1,786 Authors 31 Vershynin, Roman 27 Needell, Deanna 19 Mendelson, Shahar 19 Rauhut, Holger 19 Tikhomirov, Konstantin E. 18 Litvak, Aleksandr Evgen’evich 18 Paouris, Grigoris 18 Tomczak-Jaegermann, Nicole 18 Vu, Van H. 17 Rudelson, Mark 16 Krahmer, Felix 14 Götze, Friedrich 13 Mixon, Dustin G. 12 Guédon, Olivier 12 Nguyen, Hoi H. 12 Ward, Rachel A. 11 Bandeira, Afonso S. 11 Casazza, Peter George 11 Pajor, Alain 11 Tropp, Joel A. 10 Jain, Vishesh 10 Saab, Rayan 10 Tao, Terence 10 Youssef, Pierre 9 Chafaï, Djalil 9 Iwen, Mark A. 9 Wu, Wenting 8 Adamczak, Radosław 8 Bordenave, Charles 8 Chen, Xuemei 8 Fan, Jianqing 8 Levina, Elizaveta 8 Lytova, Anna 8 O’Rourke, Sean D. 8 Richtárik, Peter 8 Valettas, Petros 7 Bai, Zhongzhi 7 Fornasier, Massimo 7 Li, Song 7 Luh, Kyle 7 Pivovarov, Peter 7 Speegle, Darrin M. 7 Zaitsev, Andrei Yu. 6 Cai, Jian-Feng 6 Candès, Emmanuel J. 6 Dirksen, Sjoerd 6 Fadili, Jalal M. 6 Friedland, Omer 6 Giannopoulos, Apostolos A. 6 Haddock, Jamie 6 Kolchinskiĭ, Vladimir I’ich 6 Li, Weiguo 6 Lopatto, Patrick 6 Ma, Anna 6 Priebe, Carey E. 6 Rebrova, Elizaveta 6 Sabelfeld, Karl Karlovich 6 Temlyakov, Vladimir Nikolaevich 6 Weber, Eric S. 6 Wu, Nianci 5 Amini, Arash Ali 5 Bahmani, Sohail 5 Bao, Wendi 5 Basak, Anirban 5 Bownik, Marcin 5 Cai, Tony Tony 5 Drineas, Petros 5 Eliseeva, Yulia S. 5 Fickus, Matthew C. 5 Foucart, Simon 5 Fu, Fangwei 5 Güntürk, Cemalettin Sinan 5 Huang, Meng 5 Lecué, Guillaume 5 Mahoney, Michael W. 5 Peyré, Gabriel 5 Powell, Alexander M. 5 Steinerberger, Stefan 5 Strohmer, Thomas 5 Tikhomirov, Alexander Nikolaevich 5 Tsolomitis, Antonis 5 Wang, Rongrong 5 Woodruff, David P. 5 Xiu, Dongbin 5 Zeitouni, Ofer 4 Abbe, Emmanuel 4 Barvinok, Alexander I. 4 Benaych-Georges, Florent 4 Benigni, Lucas 4 Chen, Xiaohui 4 Ergür, Alperen Ali 4 Gower, Robert Mansel 4 Han, Deguang 4 Jin, Bangti 4 Krüger, Torben 4 Kutyniok, Gitta 4 Liu, Han 4 Livshyts, Galyna V. 4 Lu, Xiliang 4 Molitor, Denali ...and 1,686 more Authors all top 5 Cited in 271 Serials 58 Applied and Computational Harmonic Analysis 51 Electronic Journal of Statistics 49 The Annals of Statistics 37 Journal of Machine Learning Research (JMLR) 35 Linear Algebra and its Applications 33 Probability Theory and Related Fields 29 The Annals of Probability 24 Bernoulli 23 SIAM Journal on Matrix Analysis and Applications 20 The Journal of Fourier Analysis and Applications 19 Mathematical Programming. Series A. Series B 19 Foundations of Computational Mathematics 17 Advances in Mathematics 16 Israel Journal of Mathematics 16 Journal of Computational and Applied Mathematics 16 SIAM Journal on Optimization 16 SIAM Journal on Scientific Computing 15 SIAM Journal on Mathematics of Data Science 14 Journal of Multivariate Analysis 14 Electronic Journal of Probability 13 Journal of Functional Analysis 13 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 13 SIAM Journal on Imaging Sciences 12 Discrete & Computational Geometry 12 Journal of Theoretical Probability 12 Numerical Algorithms 11 Inverse Problems 11 Journal of Complexity 11 The Annals of Applied Probability 11 Random Matrices: Theory and Applications 11 Information and Inference 10 Mathematics of Computation 10 Proceedings of the American Mathematical Society 10 SIAM Journal on Computing 10 Comptes Rendus. Mathématique. Académie des Sciences, Paris 9 Constructive Approximation 9 Machine Learning 8 Journal of Mathematical Analysis and Applications 8 Applied Mathematics and Computation 8 Circuits, Systems, and Signal Processing 8 Random Structures & Algorithms 7 Communications in Mathematical Physics 7 Journal of the American Statistical Association 7 Journal of Econometrics 7 Mathematics of Operations Research 7 Geometric and Functional Analysis. GAFA 7 Computational Optimization and Applications 6 Communications on Pure and Applied Mathematics 6 BIT 6 Transactions of the American Mathematical Society 6 Statistical Science 6 Journal of Mathematical Sciences (New York) 6 Science China. Mathematics 5 Journal of Computational Physics 5 Duke Mathematical Journal 5 Journal of Approximation Theory 5 Applied Numerical Mathematics 5 Applied Mathematics Letters 5 Stochastic Processes and their Applications 5 Computational Statistics and Data Analysis 5 Combinatorics, Probability and Computing 5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 5 Communications in Contemporary Mathematics 4 Journal of Mathematical Physics 4 Theoretical Computer Science 4 Statistics & Probability Letters 4 Journal of the American Mathematical Society 4 SIAM Review 4 Applied Mathematics. Series B (English Edition) 4 Monte Carlo Methods and Applications 4 Electronic Communications in Probability 4 Journal of the European Mathematical Society (JEMS) 4 Analysis and Applications (Singapore) 4 Computational & Mathematical Methods in Medicine 3 Discrete Applied Mathematics 3 Journal of Mathematical Biology 3 Journal of Statistical Physics 3 Theory of Probability and its Applications 3 Automatica 3 Calcolo 3 Journal of Optimization Theory and Applications 3 Journal of Statistical Planning and Inference 3 Mathematische Annalen 3 Mathematika 3 Numerische Mathematik 3 Operations Research 3 Acta Applicandae Mathematicae 3 Neural Networks 3 Signal Processing 3 Neural Computation 3 Bulletin of the American Mathematical Society. New Series 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Vestnik Samarskogo Gosudarstvennogo Tekhnicheskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki 3 Probability Surveys 3 Science China. Information Sciences 3 Forum of Mathematics, Sigma 3 East Asian Journal on Applied Mathematics 3 Mathematical Statistics and Learning 3 Electronic Research Archive 3 Sampling Theory, Signal Processing, and Data Analysis ...and 171 more Serials all top 5 Cited in 54 Fields 386 Probability theory and stochastic processes (60-XX) 329 Statistics (62-XX) 307 Numerical analysis (65-XX) 283 Linear and multilinear algebra; matrix theory (15-XX) 221 Information and communication theory, circuits (94-XX) 208 Computer science (68-XX) 172 Operations research, mathematical programming (90-XX) 110 Functional analysis (46-XX) 92 Harmonic analysis on Euclidean spaces (42-XX) 82 Combinatorics (05-XX) 73 Convex and discrete geometry (52-XX) 47 Approximations and expansions (41-XX) 29 Operator theory (47-XX) 25 Calculus of variations and optimal control; optimization (49-XX) 23 Statistical mechanics, structure of matter (82-XX) 21 Biology and other natural sciences (92-XX) 20 Systems theory; control (93-XX) 19 Number theory (11-XX) 19 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 17 Partial differential equations (35-XX) 13 Quantum theory (81-XX) 10 Functions of a complex variable (30-XX) 9 Global analysis, analysis on manifolds (58-XX) 7 Differential geometry (53-XX) 6 Special functions (33-XX) 6 Dynamical systems and ergodic theory (37-XX) 5 Real functions (26-XX) 5 Measure and integration (28-XX) 5 Ordinary differential equations (34-XX) 5 Optics, electromagnetic theory (78-XX) 4 Algebraic geometry (14-XX) 4 Several complex variables and analytic spaces (32-XX) 4 Geometry (51-XX) 4 Mechanics of deformable solids (74-XX) 3 History and biography (01-XX) 3 Mathematical logic and foundations (03-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Group theory and generalizations (20-XX) 3 Integral transforms, operational calculus (44-XX) 3 Integral equations (45-XX) 3 Algebraic topology (55-XX) 2 General and overarching topics; collections (00-XX) 2 Field theory and polynomials (12-XX) 2 Difference and functional equations (39-XX) 2 Abstract harmonic analysis (43-XX) 2 Fluid mechanics (76-XX) 2 Relativity and gravitational theory (83-XX) 1 Associative rings and algebras (16-XX) 1 Nonassociative rings and algebras (17-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Manifolds and cell complexes (57-XX) 1 Mechanics of particles and systems (70-XX) 1 Geophysics (86-XX) Citations by Year