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Classification Trees for Imbalanced and Sparse Data: Surface-to-Volume Regularization


Apr 26, 2020
Yichen Zhu, David B. Dunson

* Submitted to Journal of American Statistical Association 

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CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario


May 13, 2019
Huichu Zhang, Siyuan Feng, Chang Liu, Yaoyao Ding, Yichen Zhu, Zihan Zhou, Weinan Zhang, Yong Yu, Haiming Jin, Zhenhui Li

* WWW 2019 Demo Paper 

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Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis


Feb 16, 2018
Pengtao Xie, Wei Wu, Yichen Zhu, Eric P. Xing


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