Uniqueness of local maximizers for some non-convex log-determinant optimization problems using information theory.
Chin Wa Ken LauChandra NairChaorui YaoPublished in: ISIT (2022)
Keyphrases
- information theory
- optimization problems
- information theoretic
- evolutionary algorithm
- metaheuristic
- statistical learning
- objective function
- cost function
- conditional entropy
- jensen shannon divergence
- statistical mechanics
- kullback leibler divergence
- convex optimization
- statistical physics
- optimization methods
- relative entropy
- mutual information
- shannon entropy
- bregman divergences
- mdl principle
- computer vision