Alphabet sizes of auxiliary random variables in canonical inner bounds.
Soumya JanaPublished in: CISS (2009)
Keyphrases
- random variables
- graphical models
- probability distribution
- upper bound
- lower bound
- latent variables
- bayesian networks
- conditional independence
- distribution function
- joint distribution
- stochastic optimization problems
- independent and identically distributed
- directed acyclic graph
- additive noise
- lead time
- marginal probabilities
- continuous variables
- conditional probabilities
- normal distribution
- lower and upper bounds
- upper and lower bounds
- conditionally independent
- conditional distribution
- failure rate
- conditional distributions
- vc dimension
- large deviations
- probabilistic graphical models
- marginal distributions
- probability density
- belief propagation
- stochastic processes
- distribution free
- probabilistic inference
- objective function