On the maximum entropy of the sum of two dependent random variables.
Thomas M. CoverZhen ZhangPublished in: IEEE Trans. Inf. Theory (1994)
Keyphrases
- maximum entropy
- random variables
- independent and identically distributed
- joint distribution
- probability distribution
- graphical models
- maximum entropy principle
- statistically independent
- markov models
- bayesian networks
- conditional random fields
- principle of maximum entropy
- directed acyclic graph
- conditional independence
- minimum cross entropy
- probability density
- random fields
- stochastic optimization problems
- normal distribution
- marginal distributions
- class conditional
- latent variables
- transformation based learning
- iterative scaling
- probabilistic graphical models
- conditional probabilities
- joint probability distribution
- belief propagation
- information retrieval