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Out-of-Distribution Detection with Class Ratio Estimation


Jun 08, 2022
Mingtian Zhang, Andi Zhang, Tim Z. Xiao, Yitong Sun, Steven McDonagh

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Flow Based Models For Manifold Data


Sep 29, 2021
Mingtian Zhang, Yitong Sun, Steven McDonagh, Chen Zhang

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Penalty and Augmented Lagrangian Methods for Layer-parallel Training of Residual Networks


Sep 03, 2020
Qi Sun, Hexing Dong, Zewei Chen, Weizhen Dian, Jiacheng Sun, Yitong Sun, Zhenguo Li, Bin Dong

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Random ReLU Features: Universality, Approximation, and Composition


Oct 10, 2018
Yitong Sun, Anna Gilbert, Ambuj Tewari

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But How Does It Work in Theory? Linear SVM with Random Features


Sep 12, 2018
Anna Gilbert, Ambuj Tewari, Yitong Sun

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* Accepted by NIPS2018 

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