Further Investigations of the Maximum Entropy of the Sum of Two Dependent Random Variables.
Jiange LiJames MelbournePublished in: ISIT (2018)
Keyphrases
- maximum entropy
- random variables
- independent and identically distributed
- graphical models
- joint distribution
- statistically independent
- probability distribution
- maximum entropy principle
- random fields
- latent variables
- conditional random fields
- markov models
- bayesian networks
- principle of maximum entropy
- probability density
- minimum cross entropy
- conditional independence
- directed acyclic graph
- objective function
- transformation based learning
- iterative scaling
- stochastic optimization problems
- marginal distributions
- class conditional
- random vectors
- normal distribution
- conditional probabilities
- lead time
- probabilistic graphical models
- belief propagation
- markov chain
- probabilistic model
- joint probability distribution
- identically distributed
- natural language