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Rong Ge

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

Apr 21, 2015
Rong Ge, Tengyu Ma

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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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