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An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods


Nov 16, 2022
Yanli Liu, Kaiqing Zhang, Tamer Başar, Wotao Yin

* Advances in Neural Information Processing Systems 33 (2020): 7624-7636 
* NeurIPS 2020 (improve the proof of Lemma B.1 and Proposition G.1.) 

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Hybrid Learning with New Value Function for the Maximum Common Subgraph Problem


Aug 18, 2022
Yanli Liu, Jiming Zhao, Chu-Min Li, Hua Jiang, Kun He


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SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning


Oct 21, 2021
Yanli Liu, Bochen Guan, Qinwen Xu, Weiyi Li, Shuxue Quan

* 11 pages, 4 figures 

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