The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures

12 November 2013

Papers citing "The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures"

10 / 10 papers shown

Title
A Mathematical Framework for the Problem of Security for Cognition in Neurotechnology Bryce Allen Bagley Claudia K Petritsch 93 0 0 28 Jan 2025
Smoothed Analysis of Tensor Decompositions Aditya Bhaskara Moses Charikar Ankur Moitra Aravindan Vijayaraghavan 152 154 0 14 Nov 2013
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability Aditya Bhaskara Moses Charikar Aravindan Vijayaraghavan 74 65 0 30 Apr 2013
A Two-round Variant of EM for Gaussian Mixtures S. Dasgupta Leonard J. Schulman 155 166 0 16 Jan 2013
Blind Signal Separation in the Presence of Gaussian Noise M. Belkin Luis Rademacher James R. Voss 85 25 0 07 Nov 2012
Moments and Absolute Moments of the Normal Distribution Andreas Winkelbauer 82 193 0 19 Sep 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 215 325 0 25 Jun 2012
Provable ICA with Unknown Gaussian Noise, and Implications for Gaussian Mixtures and Autoencoders Sanjeev Arora Rong Ge Ankur Moitra Sushant Sachdeva 143 86 0 23 Jun 2012
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 381 225 0 27 Apr 2010
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 242 342 0 23 Apr 2010