Maximum Entropy for Sums of Symmetric and Bounded Random Variables: A Short Derivation.
Yaming YuPublished in: IEEE Trans. Inf. Theory (2008)
Keyphrases
- random variables
- maximum entropy
- graphical models
- probability distribution
- markov models
- maximum entropy principle
- joint distribution
- stochastic optimization problems
- conditional random fields
- conditional independence
- random fields
- principle of maximum entropy
- latent variables
- distribution function
- bayesian networks
- directed acyclic graph
- probability density
- conditional probabilities
- normal distribution
- transformation based learning
- iterative scaling
- independent and identically distributed
- minimum cross entropy
- random vectors
- class conditional
- marginal distributions
- joint probability distribution
- conditionally independent
- structured prediction
- continuous variables
- machine learning