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Adam revisited: a weighted past gradients perspective


Jan 01, 2021
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen

* Front. Comput. Sci. 14, 145309 (2020) 
* Zhong, Hui, et al. "Adam revisited: a weighted past gradients perspective." Frontiers of Computer Science 14.5 (2020): 1-16 

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Symmetric Cross Entropy for Robust Learning with Noisy Labels


Aug 16, 2019
Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey

* ICCV2019 

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Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation


Jun 10, 2019
Dong-Dong Chen, Yisen Wang, Jinfeng Yi, Zaiyi Chen, Zhi-Hua Zhou


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Efficient Rank Minimization via Solving Non-convexPenalties by Iterative Shrinkage-Thresholding Algorithm


Sep 14, 2018
Zaiyi Chen


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Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions


Sep 04, 2018
Zaiyi Chen, Tianbao Yang, Jinfeng Yi, Bowen Zhou, Enhong Chen

* added some new results 

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