Provable learning of Noisy-or Networks

Provable learning of Noisy-or Networks

28 December 2016

Andrej Risteski

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Papers citing "Provable learning of Noisy-or Networks"

9 / 9 papers shown

Title
Polynomial-time Tensor Decompositions with Sum-of-Squares Tengyu Ma Jonathan Shi David Steurer 206 121 0 06 Oct 2016
Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora Rong Ge Tengyu Ma Ankur Moitra 118 193 0 02 Mar 2015
Learning Mixtures of Gaussians in High Dimensions Rong Ge Qingqing Huang Sham Kakade 145 127 0 02 Mar 2015
Unsupervised Learning of Noisy-Or Bayesian Networks Y. Halpern David Sontag 83 38 0 26 Sep 2013
An Empirical Analysis of Likelihood-Weighting Simulation on a Large, Multiply-Connected Belief Network M. Shwe G. Cooper 116 89 0 27 Mar 2013
A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora Rong Ge Yoni Halpern David M. Mimno Ankur Moitra David Sontag Yichen Wu Michael Zhu 91 437 0 19 Dec 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 464 1,150 0 29 Oct 2012
Learning mixtures of spherical Gaussians: moment methods and spectral decompositions Daniel J. Hsu Sham Kakade 241 327 0 25 Jun 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 195 434 0 09 Apr 2012

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