Generating Dependent Random Variables Over Networks
Amin Aminzadeh GohariVenkat AnantharamPublished in: CoRR (2011)
Keyphrases
- random variables
- independent and identically distributed
- graphical models
- probability distribution
- statistically independent
- bayesian networks
- conditional independence
- joint distribution
- additive noise
- latent variables
- conditional probability distributions
- distribution function
- probability density
- marginal distributions
- stochastic processes
- conditional probabilities
- probabilistic graphical models
- failure rate
- conditional distributions
- markov property
- stochastic optimization problems
- gibbs sampling
- belief networks
- conditional distribution
- random vectors