Coresets for Gaussian Mixture Models of Any Shape

12 June 2019

Papers citing "Coresets for Gaussian Mixture Models of Any Shape"

15 / 15 papers shown

Title
Provable Imbalanced Point Clustering David Denisov Dan Feldman Shlomi Dolev Michael Segal 125 0 0 13 Mar 2025
Aligning Points to Lines: Provable Approximations Ibrahim Jubran Dan Feldman 28 3 0 23 Jul 2018
MAP inference via Block-Coordinate Frank-Wolfe Algorithm Paul Swoboda V. Kolmogorov 39 10 0 13 Jun 2018
Secure Search on the Cloud via Coresets and Sketches Adi Akavia Dan Feldman Hayim Shaul FedML 41 6 0 19 Aug 2017
Learning Mixture of Gaussians with Streaming Data Aditi Raghunathan Ravishankar Krishnaswamy Prateek Jain 64 8 0 08 Jul 2017
Randomized Composable Coresets for Matching and Vertex Cover Sepehr Assadi S. Khanna 37 49 0 23 May 2017
Training Gaussian Mixture Models at Scale via Coresets Mario Lucic Matthew Faulkner Andreas Krause Dan Feldman 67 101 0 23 Mar 2017
Understanding Probabilistic Sparse Gaussian Process Approximations Matthias Bauer Mark van der Wilk C. Rasmussen 46 259 0 15 Jun 2016
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation James Townsend Niklas Koep S. Weichwald 73 248 0 10 Mar 2016
A Two-round Variant of EM for Gaussian Mixtures S. Dasgupta Leonard J. Schulman 155 167 0 16 Jan 2013
Near-optimal Coresets For Least-Squares Regression Christos Boutsidis P. Drineas M. Magdon-Ismail 132 80 0 16 Feb 2012
VC dimension of ellipsoids Y. Akama Kei Irie CoGe 43 13 0 20 Sep 2011
A Unified Framework for Approximating and Clustering Data Dan Feldman M. Langberg 147 457 0 07 Jun 2011
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 386 226 0 27 Apr 2010
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 242 343 0 23 Apr 2010