Remarks on the Rényi Entropy of a Sum of IID Random Variables.
Benjamin JayeGalyna V. LivshytsGrigoris PaourisPeter PivovarovPublished in: IEEE Trans. Inf. Theory (2020)
Keyphrases
- random variables
- independent and identically distributed
- shannon entropy
- identically distributed
- graphical models
- probability distribution
- information theory
- mutual information
- conditional independence
- bayesian networks
- distribution function
- latent variables
- stochastic optimization problems
- joint distribution
- joint probability distribution
- directed acyclic graph
- conditional probabilities
- normal distribution
- failure rate
- information theoretic
- random vectors
- marginal distributions
- conditional distributions
- objective function
- reinforcement learning