Linear Programming Based Finite Blocklength Converses in Information Theory.
Ankur A. KulkarniSharu Theresa JosePublished in: ITA (2018)
Keyphrases
- information theory
- linear programming
- information theoretic
- jensen shannon divergence
- linear program
- statistical learning
- statistical mechanics
- conditional entropy
- dynamic programming
- objective function
- kullback leibler divergence
- optimal solution
- np hard
- relative entropy
- shannon entropy
- mdl principle
- mutual information
- statistical physics
- machine learning
- similarity measure