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Rong Ge

Clemson University

Non-Convex Matrix Completion Against a Semi-Random Adversary

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Sep 07, 2018
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Matrix Completion has No Spurious Local Minimum

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Jul 22, 2018
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Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

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Nov 06, 2017
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Learning One-hidden-layer Neural Networks with Landscape Design

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Nov 03, 2017
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Generalization and Equilibrium in Generative Adversarial Nets (GANs)

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Aug 01, 2017
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On the Optimization Landscape of Tensor Decompositions

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Jun 18, 2017
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Homotopy Analysis for Tensor PCA

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Jun 14, 2017
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On the ability of neural nets to express distributions

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Jun 02, 2017
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No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis

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Apr 03, 2017
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How to Escape Saddle Points Efficiently

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Mar 02, 2017
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