Information-Theoretic Bias Reduction via Causal View of Spurious Correlation.
Seonguk SeoJoon-Young LeeBohyung HanPublished in: AAAI (2022)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- information bottleneck
- information theoretic measures
- jensen shannon divergence
- log likelihood
- multi modality
- kullback leibler divergence
- entropy measure
- relative entropy
- computational learning theory
- multiple views
- machine learning
- bayesian networks
- kl divergence
- causal models
- multi modal
- probability distribution