Learning Mixtures of Discrete Product Distributions using Spectral Decompositions

12 November 2013

Papers citing "Learning Mixtures of Discrete Product Distributions using Spectral Decompositions"

13 / 13 papers shown

Title
Learning Mixtures of Arbitrary Distributions over Large Discrete Domains Y. Rabani Leonard J. Schulman Chaitanya Swamy 50 37 0 07 Dec 2012
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 148 1,066 0 03 Dec 2012
Efficient learning of simplices Joseph Anderson Navin Goyal Luis Rademacher 78 17 0 09 Nov 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 270 1,142 0 29 Oct 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 107 324 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 114 86 0 23 Jun 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 129 432 0 09 Apr 2012
Diagonal and Low-Rank Matrix Decompositions, Correlation Matrices, and Ellipsoid Fitting J. Saunderson V. Chandrasekaran P. Parrilo A. Willsky 70 79 0 05 Apr 2012
A Method of Moments for Mixture Models and Hidden Markov Models Anima Anandkumar Daniel J. Hsu Sham Kakade 124 341 0 03 Mar 2012
Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems David R Karger Sewoong Oh Devavrat Shah 70 380 0 17 Oct 2011
Distributed User Profiling via Spectral Methods Dan-Cristian Tomozei Laurent Massoulié 70 51 0 15 Sep 2011
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 137 341 0 23 Apr 2010
A Spectral Algorithm for Learning Hidden Markov Models Daniel J. Hsu Sham Kakade Tong Zhang 141 309 0 26 Nov 2008