Entropy versus variance for symmetric log-concave random variables and related problems.
Mokshay MadimanPiotr NayarTomasz TkoczPublished in: CoRR (2018)
Keyphrases
- related problems
- random variables
- normal distribution
- graphical models
- probability distribution
- shannon entropy
- bayesian networks
- latent variables
- conditional independence
- information theoretic
- information theory
- stochastic optimization problems
- distribution function
- joint distribution
- broadly applicable
- probability density
- mutual information
- independent and identically distributed
- conditional probabilities
- directed acyclic graph
- standard deviation
- additive noise
- failure rate
- conditional distribution
- random vectors
- lead time
- conditional distributions
- joint probability distribution