Explaining Predictive Uncertainty with Information Theoretic Shapley Values.
David S. WatsonJoshua O'HaraNiek TaxRichard MuddIdo GuyPublished in: NeurIPS (2023)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- information bottleneck
- multi modality
- log likelihood
- information theoretic measures
- minimum description length
- jensen shannon divergence
- conditional probabilities
- relative entropy
- entropy measure
- kullback leibler divergence
- competitive learning