Fast Information-theoretic Bayesian Optimisation.
Bin Xin RuMark McLeodDiego GranziolMichael A. OsbornePublished in: ICML (2018)
Keyphrases
- information theoretic
- minimum description length
- mutual information
- information theory
- theoretic framework
- information bottleneck
- information theoretic measures
- multi modality
- jensen shannon divergence
- kullback leibler divergence
- bayesian networks
- log likelihood
- kl divergence
- bayesian inference
- relative entropy
- entropy measure
- maximum likelihood
- image segmentation
- bregman divergences
- posterior probability