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Nhan H. Pham

Evaluating Robustness of Cooperative MARL: A Model-based Approach

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Feb 07, 2022
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Federated Learning with Randomized Douglas-Rachford Splitting Methods

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Mar 05, 2021
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Finite-Time Analysis of Stochastic Gradient Descent under Markov Randomness

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Apr 01, 2020
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A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning

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Mar 01, 2020
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Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization

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Feb 17, 2020
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A Hybrid Stochastic Optimization Framework for Stochastic Composite Nonconvex Optimization

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Jul 08, 2019
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Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization

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May 15, 2019
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ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization

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Mar 29, 2019
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