Conditional Independence Induced Unsupervised Domain Adaptation.
Xiao-Lin XuGengxin XuChuan-Xian RenDao-Qing DaiHong YanPublished in: Pattern Recognit. (2023)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- structure learning
- probability distribution
- learning bayesian networks
- causal models
- bayesian network structure
- gaussian model
- probability theory
- directed acyclic graph
- structure and parameter learning
- possibility theory
- statistical independence
- axiomatic characterization
- conditional probabilities
- causal discovery
- causal independence
- neural network
- approximate inference
- probabilistic inference
- belief propagation
- fuzzy logic
- markov blanket
- machine learning