Rényi Entropy and Variance Comparison for Symmetric Log-Concave Random Variables.
Maciej BialobrzeskiPiotr NayarPublished in: IEEE Trans. Inf. Theory (2023)
Keyphrases
- random variables
- shannon entropy
- normal distribution
- probability distribution
- graphical models
- bayesian networks
- joint distribution
- latent variables
- conditional independence
- stochastic optimization problems
- distribution function
- directed acyclic graph
- information theory
- additive noise
- mutual information
- information theoretic
- kl divergence
- joint probability distribution
- conditional probabilities
- probability density
- failure rate
- probabilistic model
- conditionally independent
- independent and identically distributed
- conditional distributions
- marginal distributions
- belief propagation
- random vectors
- standard deviation