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Gradient Descent Ascent for Min-Max Problems on Riemannian Manifold


Oct 13, 2020
Feihu Huang, Shangqian Gao, Heng Huang

* 29 pages 

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Accelerated Zeroth-Order Momentum Methods from Mini to Minimax Optimization


Aug 18, 2020
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang

* 55 pages 

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Momentum-Based Policy Gradient Methods


Aug 06, 2020
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang

* ICML 2020, 24 pages 

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Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity


Jul 30, 2019
Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang

* 29 pages, 9 figures and 2 tables. arXiv admin note: text overlap with arXiv:1905.12729 

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Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization


May 29, 2019
Feihu Huang, Shangqian Gao, Songcan Chen, Heng Huang

* To Appear in IJCAI 2019 

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