Performance Guarantees for Information Theoretic Active Inference.
Jason L. WilliamsJohn W. Fisher IIIAlan S. WillskyPublished in: AISTATS (2007)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- multi modality
- information theoretic measures
- relative entropy
- bayesian inference
- log likelihood
- kullback leibler divergence
- information bottleneck
- minimum description length
- entropy measure
- jensen shannon divergence
- bayesian networks
- image registration
- multi class
- computational learning theory
- bregman divergences
- pairwise
- feature space