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Rong Ge

Clemson University

Optimization Landscape of Tucker Decomposition

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Jun 29, 2020
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Extracting Latent State Representations with Linear Dynamics from Rich Observations

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Jun 29, 2020
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Energy-Aware DNN Graph Optimization

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May 12, 2020
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High-Dimensional Robust Mean Estimation via Gradient Descent

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May 04, 2020
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Spectral Learning on Matrices and Tensors

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Apr 16, 2020
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Estimating Normalizing Constants for Log-Concave Distributions: Algorithms and Lower Bounds

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Nov 08, 2019
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Mildly Overparametrized Neural Nets can Memorize Training Data Efficiently

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Sep 26, 2019
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Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets

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Jun 14, 2019
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Faster Algorithms for High-Dimensional Robust Covariance Estimation

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Jun 11, 2019
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Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization

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May 01, 2019
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