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Merchant Category Identification Using Credit Card Transactions

Nov 05, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang

* 9 pages 

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Towards a Flexible Embedding Learning Framework

Sep 23, 2020
Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang, Yan Zheng, Liang Gou, Wei Zhang

* 10 pages 

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Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management

May 14, 2020
Jianwen Sun, Yan Zheng, Jianye Hao, Zhaopeng Meng, Yang Liu


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Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning

May 14, 2020
Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu


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KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge

Feb 18, 2020
Peng Zhang, Jianye Hao, Weixun Wang, Hongyao Tang, Yi Ma, Yihai Duan, Yan Zheng


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Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning

Oct 20, 2019
Yan Zheng, Ruimin Shen, Jianye Hao, Yinfeng Chen, Changjie Fan


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Feature Detection and Attenuation in Embeddings

Oct 13, 2019
Yuwei Wang, Yan Zheng, Yanqing Peng, Wei Zhang, Feifei Li


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Gradient Boosting Survival Tree with Applications in Credit Scoring

Aug 12, 2019
Miaojun Bai, Yan Zheng, Yun Shen

* 15 pages, 5 figures 

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Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints from Limited Training Data

Nov 28, 2018
Yutong Bai, Qing Liu, Lingxi Xie, Yan Zheng, Weichao Qiu, Alan Yuille


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Hierarchical Deep Multiagent Reinforcement Learning

Sep 25, 2018
Hongyao Tang, Jianye Hao, Tangjie Lv, Yingfeng Chen, Zongzhang Zhang, Hangtian Jia, Chunxu Ren, Yan Zheng, Changjie Fan, Li Wang


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Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments

Apr 14, 2018
Yan Zheng, Jianye Hao, Zongzhang Zhang

* 8 pages, 7 figures 

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Interactive Deep Colorization With Simultaneous Global and Local Inputs

Jan 27, 2018
Yi Xiao, Peiyao Zhou, Yan Zheng


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Joint convolutional neural pyramid for depth map super-resolution

Jan 03, 2018
Yi Xiao, Xiang Cao, Xianyi Zhu, Renzhi Yang, Yan Zheng


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Coresets for Kernel Regression

May 31, 2017
Yan Zheng, Jeff M. Phillips

* 11 pages, 20 figures 

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Subsampling in Smoothed Range Spaces

Oct 30, 2015
Jeff M. Phillips, Yan Zheng

* This is the full version of the paper which appeared in ALT 2015. 16 pages, 3 figures. In Algorithmic Learning Theory, pp. 224-238. Springer International Publishing, 2015 

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