Decision Problems in Information Theory.
Mahmoud Abo KhamisPhokion G. KolaitisHung Q. NgoDan SuciuPublished in: ICALP (2020)
Keyphrases
- information theory
- decision problems
- information theoretic
- influence diagrams
- jensen shannon divergence
- optimal policy
- decision model
- computational complexity
- statistical learning
- decision processes
- multiple criteria
- statistical mechanics
- conditional entropy
- utility function
- optimal strategy
- np hard
- mutual information
- statistical physics
- bayesian decision problems
- sequential decision making
- mdl principle
- kullback leibler divergence
- shannon entropy
- objective function
- bandit problems
- image processing