1997
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Prof. Zhihua ZHANG. zhzhangATmath.pku.edu.cn. 实验室的愿景是应用统计推理、运筹优化和随机分析等来研究机器学习和数据科学的机理和算法, 包括但不限于深度学习、强化学习和概率图模型, 并且运用它们去解决实际问题。...
Formation of dense partonic matter in relativistic nucleus–nucleus collisions at RHIC: experimental evaluation by the PHENIX collaboration. K Adcox, SS Adler, S Afanasiev, C Aidala, NN Ajitanand, Y...
D R Cox.Principle of Statistical Inference. Cambridge University Press, 2006. Larry Wasserman.All of Statistics. Springer-Verlag New York, 2003.
Articles 1–20. Professor of computational biology, Beijing Institute of Genomics, Chinese Academy of Sciences - Cited by 1,246 - computational biology - systems...
Zhihua Zhang is a professor in statistics with Peking University, China. His research interests include machine learning, artificial intelligence, high-dimensional statistics, and high-dimensional probability.
Apr 6, 2022 · Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang. We study a Federated Reinforcement Learning (FedRL) problem in which n agents collaboratively learn a single policy without sharing the trajectories they collected during agent-environment interaction.
Zhihua Zhang. ICML'23: Proceedings of the 40th International Conference on Machine Learning • July 2023, Article No.: 1591, pp 38227-38257. We study semiparametrically efficient estimation in off-policy evaluation (OPE) where the underlying Markov decision process (MDP) is linear with a known feature map.
