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 | 1667 | 1998 |

On clusterings: Good, bad and spectral R Kannan, S Vempala, A Vetta Journal of the ACM (JACM) 51 (3), 497-515, 2004 | 1628 | 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 | 1051 | 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 | 920 | 2004 |

Efficient algorithms for online decision problems A Kalai, S Vempala Journal of Computer and System Sciences 71 (3), 291-307, 2005 | 801 | 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 | 712 | 2004 |

The random projection method SS Vempala American Mathematical Soc., 2005 | 653 | 2005 |

An algorithmic theory of learning: Robust concepts and random projection RI Arriaga, S Vempala Machine Learning 63 (2), 161-182, 2006 | 471 | 2006 |

The geometry of logconcave functions and sampling algorithms L Lovász, S Vempala Random Structures & Algorithms 30 (3), 307-358, 2007 | 417 | 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 | 404 | 2006 |

Filtering spam with behavioral blacklisting A Ramachandran, N Feamster, S Vempala Proceedings of the 14th ACM conference on computer and communications …, 2007 | 383 | 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 | 357 | 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 | 342 | 2006 |

A spectral algorithm for learning mixture models S Vempala, G Wang Journal of Computer and System Sciences 68 (4), 841-860, 2004 | 328 | 2004 |

Hit-and-run from a corner L Lovász, S Vempala Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004 | 313 | 2004 |

Solving convex programs by random walks D Bertsimas, S Vempala Journal of the ACM (JACM) 51 (4), 540-556, 2004 | 308 | 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 salesmenB Awerbuch, Y Azar, A Blum, S Vempala Proceedings of the twenty-seventh annual ACM symposium on Theory of …, 1995 | 295 | 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 | 287 | 2017 |

Locality-preserving hashing in multidimensional spaces P Indyk, R Motwani, P Raghavan, S Vempala Proceedings of the twenty-ninth annual ACM symposium on Theory of computing …, 1997 | 278 | 1997 |