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cs.LG2022★ 4 cited
Fast Parallel Bayesian Network Structure Learning
Jiantong Jiang, Zeyi Wen, Ajmal Mian
Bayesian networks (BNs) are a widely used graphical model in machine learning for representing knowledge with uncertainty. The mainstream BN structure learning methods require perf…
cs.DC2022★ 3 cited
Fast Parallel Exact Inference on Bayesian Networks: Poster
Jiantong Jiang, Zeyi Wen, Atif Mansoor +1
Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models. However, exact inference on BNs is time-consuming, especially for comp…