116 citations · 273 across the 11 of their papers we have counts for
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cs.LG2020★ 12 cited
Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework
Qi Tan, Yang Liu, Jiming Liu
Deep learning has achieved incredible success over the past years, especially in various challenging predictive spatio-temporal analytics (PSTA) tasks, such as disease prediction,…
cs.LG2019★ 116 cited
Reinforcement Learning in Healthcare: A Survey
Chao Yu, Jiming Liu, Shamim Nemati
As a subfield of machine learning, reinforcement learning (RL) aims at empowering one's capabilities in behavioural decision making by using interaction experience with the world a…
cs.LG2011★ 70 cited
Learning Topic Models by Belief Propagation
Jia Zeng, William K. Cheung, Jiming Liu
Latent Dirichlet allocation (LDA) is an important hierarchical Bayesian model for probabilistic topic modeling, which attracts worldwide interests and touches on many important app…