Direct and Indirect Effects - An Information Theoretic Perspective.
Gabriel SchambergWilliam ChapmanShang-Ping XieTodd P. ColemanPublished in: Entropy (2020)
Keyphrases
- information theoretic
- indirect effects
- mutual information
- information theory
- theoretic framework
- information bottleneck
- jensen shannon divergence
- log likelihood
- reasoning about actions
- situation calculus
- information theoretic measures
- event calculus
- entropy measure
- kullback leibler divergence
- training data
- relative entropy
- minimum description length
- bregman divergences
- image processing
- distributional clustering
- distance measure
- domain specific
- similarity measure
- image segmentation