Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians

4 December 2013

Papers citing "Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians"

9 / 9 papers shown

Title
Being Robust (in High Dimensions) Can Be Practical Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 60 254 0 02 Mar 2017
Near-optimal-sample estimators for spherical Gaussian mixtures A. Suresh Ashkan Jafarpour A. Orlitsky Jayadev Acharya 64 92 0 19 Feb 2014
Efficient Density Estimation via Piecewise Polynomial Approximation Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 71 116 0 14 May 2013
Learning mixtures of structured distributions over discrete domains Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 97 83 0 02 Oct 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 105 324 0 25 Jun 2012
Learning Poisson Binomial Distributions C. Daskalakis Ilias Diakonikolas Rocco A. Servedio SSL 113 120 0 13 Jul 2011
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 234 224 0 27 Apr 2010
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 132 341 0 23 Apr 2010
Isotropic PCA and Affine-Invariant Clustering Charles Brubaker Santosh Vempala 129 150 0 22 Apr 2008