Bounds on the mutual informations of the binary sums of Bernoulli random variables.
Payam PakzadVenkat AnantharamAmin ShokrollahiPublished in: ISIT (2009)
Keyphrases
- random variables
- binary variables
- graphical models
- probability distribution
- binary data
- bayesian networks
- latent variables
- conditional independence
- upper bound
- joint distribution
- lower bound
- distribution function
- normal distribution
- mixture model
- real valued
- marginal distributions
- conditional probabilities
- stochastic optimization problems
- joint probability distribution
- stochastic processes
- continuous variables
- conditional distribution
- marginal probabilities
- directed acyclic graph
- upper and lower bounds
- vc dimension
- exponential family
- wavelet transform
- large deviations
- independent and identically distributed
- distribution free
- lead time
- identically distributed
- random vectors