Causal Domain Adaptation with Copula Entropy based Conditional Independence Test.
Jian MaPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- conditional independence
- domain adaptation
- bayesian networks
- graphical models
- causal independence
- causal models
- test data
- causal discovery
- random variables
- structure learning
- labeled data
- multiple sources
- probability distribution
- markov blanket
- cross domain
- directed acyclic graph
- sentiment classification
- causal relationships
- semi supervised
- semi supervised learning
- target domain
- axiomatic characterization
- text classification
- domain specific
- conditional independence tests
- sentiment analysis
- neural network
- unlabeled data
- general purpose
- pairwise
- data mining