Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean
Separation

Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation

9 June 2013

Aarti Singh

Larry A. Wasserman

Papers citing "Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation"

6 / 6 papers shown

Title
A Two-round Variant of EM for Gaussian Mixtures S. Dasgupta Leonard J. Schulman 152 166 0 16 Jan 2013
Minimax sparse principal subspace estimation in high dimensions Vincent Q. Vu Jing Lei 122 194 0 02 Nov 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 202 324 0 25 Jun 2012
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 371 224 0 27 Apr 2010
Learning Mixtures of Gaussians using the k-means Algorithm Kamalika Chaudhuri S. Dasgupta Andrea Vattani 185 35 0 01 Dec 2009
Isotropic PCA and Affine-Invariant Clustering Charles Brubaker Santosh Vempala 188 150 0 22 Apr 2008