Entropy-variance inequalities for discrete log-concave random variables via degree of freedom.
Heshan AravindaPublished in: CoRR (2022)
Keyphrases
- independent and identically distributed
- random variables
- continuous variables
- normal distribution
- graphical models
- binary variables
- probability distribution
- mixed integer
- distribution function
- latent variables
- stochastic optimization problems
- decision variables
- probability density
- information theory
- conditional distribution
- information theoretic
- bayesian networks
- conditional independence
- sufficient conditions
- valid inequalities
- conditional probabilities
- conditionally independent
- mutual information
- failure rate
- marginal distributions
- statistically independent
- joint distribution
- standard deviation
- conditional distributions
- joint probability distribution
- random vectors
- correlation coefficient