Mutual information of several random variables and its estimation via variation.
Vyacheslav V. PrelovPublished in: Probl. Inf. Transm. (2009)
Keyphrases
- random variables
- mutual information
- graphical models
- probability density
- probability distribution
- information theoretic
- stochastic optimization problems
- latent variables
- distribution function
- information gain
- image registration
- bayesian networks
- independent and identically distributed
- conditional independence
- joint distribution
- similarity measure
- normal distribution
- conditional distributions
- conditionally independent
- stochastic processes
- random vectors
- feature selection
- lead time
- selection criterion
- marginal distributions
- failure rate
- statistically independent
- conditional probabilities
- machine learning
- kullback leibler divergence
- directed acyclic graph
- belief propagation
- multiresolution