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Rong Ge

A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm

Feb 11, 2019
Chi Jin, Praneeth Netrapalli, Rong Ge, Sham M. Kakade, Michael I. Jordan

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Understanding Composition of Word Embeddings via Tensor Decomposition

Feb 02, 2019
Abraham Frandsen, Rong Ge

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Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain Decomposition

Nov 29, 2018
Rong Ge, Holden Lee, Andrej Risteski

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* Advances in Neural Information Processing Systems 31 (2018)
* 55 pages. arXiv admin note: text overlap with arXiv:1710.02736

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High-Dimensional Robust Mean Estimation in Nearly-Linear Time

Nov 23, 2018
Yu Cheng, Ilias Diakonikolas, Rong Ge

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Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator

Oct 21, 2018
Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi

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On the Local Minima of the Empirical Risk

Oct 17, 2018
Chi Jin, Lydia T. Liu, Rong Ge, Michael I. Jordan

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* To appear in NIPS 2018

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Non-Convex Matrix Completion Against a Semi-Random Adversary

Sep 07, 2018
Yu Cheng, Rong Ge

* added references and fixed typos

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Matrix Completion has No Spurious Local Minimum

Jul 22, 2018
Rong Ge, Jason D. Lee, Tengyu Ma

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* NIPS'16 best student paper. fixed Theorem 2.3 in preliminary section in the previous version. The results are not affected

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