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Provable Algorithms for Inference in Topic Models


May 27, 2016
Sanjeev Arora, Rong Ge, Frederic Koehler, Tengyu Ma, Ankur Moitra

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* to appear at ICML'2016 

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Efficient approaches for escaping higher order saddle points in non-convex optimization


Feb 18, 2016
Anima Anandkumar, Rong Ge

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Minimal Realization Problems for Hidden Markov Models


Dec 14, 2015
Qingqing Huang, Rong Ge, Sham Kakade, Munther Dahleh

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Analyzing Tensor Power Method Dynamics in Overcomplete Regime


Sep 14, 2015
Anima Anandkumar, Rong Ge, Majid Janzamin

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* 38 pages; analysis of noise added to the previous version 

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Rich Component Analysis


Jul 14, 2015
Rong Ge, James Zou

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Intersecting Faces: Non-negative Matrix Factorization With New Guarantees


Jul 08, 2015
Rong Ge, James Zou

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Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization


Jun 24, 2015
Roy Frostig, Rong Ge, Sham M. Kakade, Aaron Sidford

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Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms


Apr 21, 2015
Rong Ge, Tengyu Ma

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Learning Mixtures of Gaussians in High Dimensions


Mar 10, 2015
Rong Ge, Qingqing Huang, Sham M. Kakade

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Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition


Mar 06, 2015
Rong Ge, Furong Huang, Chi Jin, Yang Yuan

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