| Latent semantic indexing: A probabilistic analysis CH Papadimitriou, H Tamaki, P Raghavan, S Vempala Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on …, 1998 | 1693 | 1998 |
| On clusterings: Good, bad and spectral R Kannan, S Vempala, A Vetta Journal of the ACM (JACM) 51 (3), 497-515, 2004 | 1648 | 2004 |
| Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0 L Heirendt, S Arreckx, T Pfau, SN Mendoza, A Richelle, A Heinken, ... Nature protocols 14 (3), 639-702, 2019 | 1130 | 2019 |
| Fast Monte-Carlo algorithms for finding low-rank approximations A Frieze, R Kannan, S Vempala Journal of the ACM (JACM) 51 (6), 1025-1041, 2004 | 936 | 2004 |
| Efficient algorithms for online decision problems A Kalai, S Vempala Journal of Computer and System Sciences 71 (3), 291-307, 2005 | 821 | 2005 |
| Clustering large graphs via the singular value decomposition P Drineas, A Frieze, R Kannan, S Vempala, V Vinay Machine learning 56 (1-3), 9-33, 2004 | 722 | 2004 |
| The random projection method SS Vempala American Mathematical Soc., 2005 | 659 | 2005 |
| An algorithmic theory of learning: Robust concepts and random projection RI Arriaga, S Vempala Machine Learning 63 (2), 161-182, 2006 | 480 | 2006 |
| The geometry of logconcave functions and sampling algorithms L Lovász, S Vempala Random Structures & Algorithms 30 (3), 307-358, 2007 | 429 | 2007 |
| Matrix approximation and projective clustering via volume sampling A Deshpande, L Rademacher, SS Vempala, G Wang Theory of Computing 2 (1), 225-247, 2006 | 410 | 2006 |
| Filtering spam with behavioral blacklisting A Ramachandran, N Feamster, S Vempala Proceedings of the 14th ACM conference on computer and communications …, 2007 | 386 | 2007 |
| Agnostic estimation of mean and covariance KA Lai, AB Rao, S Vempala 2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS …, 2016 | 379 | 2016 |
| Simulated annealing in convex bodies and an O*(n4) volume algorithm L Lovász, S Vempala Journal of Computer and System Sciences 72 (2), 392-417, 2006 | 346 | 2006 |
| A spectral algorithm for learning mixture models S Vempala, G Wang Journal of Computer and System Sciences 68 (4), 841-860, 2004 | 336 | 2004 |
| Hit-and-run from a corner L Lovász, S Vempala Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004 | 322 | 2004 |
| Solving convex programs by random walks D Bertsimas, S Vempala Journal of the ACM (JACM) 51 (4), 540-556, 2004 | 317 | 2004 |
| Path splicing M Motiwala, M Elmore, N Feamster, S Vempala Proceedings of the ACM SIGCOMM 2008 conference on Data communication, 27-38, 2008 | 302 | 2008 |
| Improved approximation guarantees for minimum-weight k-trees and prize-collecting salesmen B Awerbuch, Y Azar, A Blum, S Vempala Proceedings of the twenty-seventh annual ACM symposium on Theory of …, 1995 | 298 | 1995 |
| Statistical algorithms and a lower bound for detecting planted cliques V Feldman, E Grigorescu, L Reyzin, SS Vempala, Y Xiao Journal of the ACM (JACM) 64 (2), 1-37, 2017 | 294 | 2017 |
| Algorithmic prediction of health-care costs D Bertsimas, MV Bjarnadóttir, MA Kane, JC Kryder, R Pandey, S Vempala, ... Operations Research 56 (6), 1382-1392, 2008 | 279 | 2008 |
