Improved Local Search with Momentum for Bayesian Networks Structure Learning.
Xiaohan LiuXiaoguang GaoZidong WangXinxin RuPublished in: Entropy (2021)
Keyphrases
- structure learning
- bayesian networks
- learning bayesian networks
- graphical models
- conditional independence
- parameter learning
- bayesian network structure learning
- bayesian network classifiers
- markov logic networks
- markov blanket
- probabilistic reasoning
- bayesian network structures
- dynamic bayesian networks
- probabilistic model
- continuous variables
- structure learning algorithm
- learning rate
- probability distribution
- bayesian network structure
- probabilistic inference
- markov networks
- posterior probability
- optimal solution
- network structure
- structure and parameter learning
- approximate inference
- parameter estimation
- conditional probabilities
- sample size
- naive bayes
- text categorization
- hidden variables
- transfer learning
- conditional independence tests
- pairwise