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Fast Certified Robust Training via Better Initialization and Shorter Warmup

Apr 01, 2021
Zhouxing Shi, Yihan Wang, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh

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Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers

Nov 27, 2020
Kaidi Xu, Huan Zhang, Shiqi Wang, Yihan Wang, Suman Jana, Xue Lin, Cho-Jui Hsieh

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On $\ell_p$-norm Robustness of Ensemble Stumps and Trees

Sep 29, 2020
Yihan Wang, Huan Zhang, Hongge Chen, Duane Boning, Cho-Jui Hsieh

* ICML 2020 

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Off-Policy Multi-Agent Decomposed Policy Gradients

Jul 24, 2020
Yihan Wang, Beining Han, Tonghan Wang, Heng Dong, Chongjie Zhang

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