A new entropy power inequality for integer-valued random variables.
Saeid HaghighatshoarEmmanuel AbbeEmre TelatarPublished in: ISIT (2013)
Keyphrases
- random variables
- integer valued
- real valued
- graphical models
- probability distribution
- latent variables
- conditional independence
- joint distribution
- stochastic optimization problems
- independent and identically distributed
- information theoretic
- normal distribution
- directed acyclic graph
- distribution function
- bayesian networks
- mutual information
- information theory
- probability density
- joint probability distribution
- conditional distribution
- belief propagation
- failure rate
- conditional probabilities
- statistically independent
- marginal distributions
- continuous variables