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Target transfer Q -learning and its convergence analysis 期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 11-22
Authors:  Wang, Yue;  Liu, Yuting;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:0/0  |  Submit date:2020/06/30
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:5/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Reinforcement learning behaviors in sponsored search 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 3, 页码: 358-367
Authors:  Chen, Wei;  Liu, Tie-Yan;  Yang, Xinxin
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
advertiser behavior  sponsored search  generalized second-price auction  locally envy-free equilibrium  
Efficient Mechanism Design for Online Scheduling 期刊论文
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2016, 卷号: 56, 页码: 429-461
Authors:  Chen, Xujin;  Hu, Xiaodong;  Liu, Tie-Yan;  Ma, Weidong;  Qin, Tao;  Tang, Pingzhong;  Wang, Changjun;  Zheng, Bo
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Page importance computation based on Markov processes 期刊论文
INFORMATION RETRIEVAL, 2011, 卷号: 14, 期号: 5, 页码: 488-514
Authors:  Gao, Bin;  Liu, Tie-Yan;  Liu, Yuting;  Wang, Taifeng;  Ma, Zhi-Ming;  Li, Hang
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Page importance  PageRank  BrowseRank  Web Markov skeleton process  Mirror semi-Markov process  
A framework to compute page importance based on user behaviors 期刊论文
INFORMATION RETRIEVAL, 2010, 卷号: 13, 期号: 1, 页码: 22-45
Authors:  Liu, Yuting;  Liu, Tie-Yan;  Gao, Bin;  Ma, Zhiming;  Li, Hang
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
User browsing process  Continuous-time time-homogeneous Markov process  Staying time  BrowseRank