Decision Problems in Information Theory.
Mahmoud Abo KhamisPhokion G. KolaitisHung Q. NgoDan SuciuPublished in: CoRR (2020)
Keyphrases
- information theory
- decision problems
- information theoretic
- influence diagrams
- decision model
- utility function
- jensen shannon divergence
- computational complexity
- statistical learning
- statistical mechanics
- conditional entropy
- optimal strategy
- sequential decision making
- optimal policy
- decision processes
- relative entropy
- multiple criteria
- np hard
- kullback leibler divergence
- bandit problems
- information geometry
- shannon entropy
- bayesian decision problems
- image analysis
- mutual information
- bounded treewidth
- kl divergence
- decision analysis
- np complete
- multicriteria decision