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Pointwise Binary Classification with Pairwise Confidence Comparisons

Oct 05, 2020
Lei Feng, Senlin Shu, Nan Lu, Bo Han, Miao Xu, Gang Niu, Bo An, Masashi Sugiyama


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Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games

Sep 30, 2020
David Milec, Jakub Černý, Viliam Lisý, Bo An

* 14 pages, 11 figures, submitted to AAAI 2021 

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Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication

Aug 29, 2020
Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang


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Contextual User Browsing Bandits for Large-Scale Online Mobile Recommendation

Aug 21, 2020
Xu He, Bo An, Yanghua Li, Haikai Chen, Qingyu Guo, Xin Li, Zhirong Wang


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Provably Consistent Partial-Label Learning

Jul 17, 2020
Lei Feng, Jiaqi Lv, Bo Han, Miao Xu, Gang Niu, Xin Geng, Bo An, Masashi Sugiyama


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Learning Behaviors with Uncertain Human Feedback

Jun 07, 2020
Xu He, Haipeng Chen, Bo An


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Combating noisy labels by agreement: A joint training method with co-regularization

Mar 06, 2020
Hongxin Wei, Lei Feng, Xiangyu Chen, Bo An

* Accepted by CVPR 2020; Code is available at: https://github.com/hongxin001/JoCoR. arXiv admin note: text overlap with arXiv:1901.04215 by other authors 

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Learning from Multiple Complementary Labels

Dec 30, 2019
Lei Feng, Bo An


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Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning

Nov 18, 2019
Runsheng Yu, Zhenyu Shi, Xinrun Wang, Rundong Wang, Buhong Liu, Xinwen Hou, Hanjiang Lai, Bo An


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Learning Efficient Multi-agent Communication: An Information Bottleneck Approach

Nov 16, 2019
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich


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Manipulating a Learning Defender and Ways to Counteract

May 28, 2019
Jiarui Gan, Qingyu Guo, Long Tran-Thanh, Bo An, Michael Wooldridge


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Competitive Bridge Bidding with Deep Neural Networks

Mar 05, 2019
Jiang Rong, Tao Qin, Bo An

* This paper was submitted to AAMAS on Nov. 12, 2018, accepted on Jan. 23, 2019 

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Collaboration based Multi-Label Learning

Feb 08, 2019
Lei Feng, Bo An, Shuo He

* Accepted by AAAI-19 

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Partial Label Learning with Self-Guided Retraining

Feb 08, 2019
Lei Feng, Bo An

* 8 pages, accepted by AAAI-19 

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Sentence Rewriting for Semantic Parsing

Jan 10, 2019
Bo Chen, Le Sun, Xianpei Han, Bo An

* Accepted as ACL 2016 long paper 

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Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance

Aug 20, 2018
Yihui He, Xiaobo Ma, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan

* IEEE Intelligent Systems 

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