CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design.
Desi R. IvanovaJoel JenningsTom RainforthCheng ZhangAdam FosterPublished in: CoRR (2023)
Keyphrases
- information theoretic
- experimental design
- mutual information
- information theory
- minimum description length
- theoretic framework
- active learning
- feature selection
- jensen shannon divergence
- experimental designs
- information theoretic measures
- information bottleneck
- sample size
- empirical studies
- computer vision
- bayesian networks
- maximum entropy
- microarray
- worst case
- multi class
- image processing
- data sets