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机器学习研究中心8篇论文被ICML 2021收录

信息来源:     发布时间:2021-06-11     浏览量:

ICML全称为International Conference on Machine Learning(国际机器学习会议)。ICML 2021一共有5513篇有效论文投稿,最后1184篇被接收,被接收论文中有166篇论文被接收为Long Talk,1018篇论文被接收为Short Talk。


北京大学人工智能研究院机器学习研究中心林宙辰教授、王立威教授和王奕森助理教授有8篇论文被ICML 2021收录,包括2篇Long Talk。


被收录论文如下:


[1] Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, and Zhouchen Lin, “Leveraged Weighted Loss for Partial Label Learning”,Long Talk

[2] Dinghuai Zhang, Kartik Ahuja, Yilun Xu, Yisen Wang, Aaron Courville, “Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?Long Talk


[3] Jingyi Cui, Hanyuan Hang, Yisen Wang, and Zhouchen Lin, “GBHT: Gradient Boosting Histogram Transform for Density Estimation


[4] Ruili Feng, Zhouchen Lin, Jiapeng Zhu, Deli Zhao, Jingren Zhou, and Zheng-Jun Zha, “Uncertainty Principles of Encoding GANs


[5] Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang, “Towards Certifying l-infty Robustness using Neural Networks with ℓ-infty-dist Neurons


[6] Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang, “GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training”


[7] Jiachen Hu, Xiaoyu Chen, Chi Jin, Lihong Li, Liwei Wang, “Near-optimal Representation Learning for Linear Bandits and Linear RL


[8] Tianhao Wu, Yunchang Yang, Simon S. Du, Liwei Wang, “On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP