On the mutual information between random variables in networks.
Xiaoli XuSatyajit ThakorYong Liang GuanPublished in: ITW (2013)
Keyphrases
- random variables
- mutual information
- graphical models
- probability distribution
- information theoretic
- image registration
- stochastic optimization problems
- conditional independence
- independent and identically distributed
- latent variables
- joint distribution
- feature selection
- information gain
- bayesian networks
- distribution function
- similarity measure
- normal distribution
- conditional probabilities
- probability density
- conditional probability distributions
- conditional distribution
- marginal distributions
- stochastic processes
- random vectors
- conditionally independent
- joint probability distribution
- statistically independent
- probabilistic graphical models
- network structure
- directed acyclic graph
- lead time
- kullback leibler divergence
- markov property
- reinforcement learning
- identically distributed
- image processing