Concepedia

Nevin L. Zhang

NL

52

Publications

3.1K

Citations

27

H-Index

1992

Active since

Affiliations

Hong Kong University of Science and Technology(Current)

University of Hong Kong

Peking University

Tencent (China)

University of British Columbia

Nevin L. Zhang is an author at Hong Kong University of Science and Technology specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryStatisticsData MiningStatistical InferenceComputational LinguisticsNatural Language Processing

Publications per year

1992–2024

52

Publications

52

Exploiting Causal Independence in Bayesian Network Inference

Nevin L. Zhang, David Poole · Journal of Artificial Intelligence Research · 1996 · 435 citations · Full text

Bayesian Network Inference, Causal Independence, Engineering +15

Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes

Anthony R. Cassandra, Michael L. Littman, Nevin L. Zhang · arXiv (Cornell University) · 2013 · 343 citations · Full text

Mathematical Programming, Incremental Pruning, Engineering +12

A simple approach to Bayesian network computations

Nevin L. Zhang, David Poole · 1994 · 327 citations

Hierarchical Latent Class Models for Cluster Analysis

Nevin L. Zhang · Journal of Machine Learning Research · 2004 · 238 citations

Document Clustering, Latent Modeling, Engineering +13

Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes

Nevin L. Zhang, Weixiong Zhang · Journal of Artificial Intelligence Research · 2001 · 125 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +16

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