On generating sets of binary random variables with specified first- and second- moments.
Mengran XueSandip RoyAli SaberiBernard C. LesieutrePublished in: ACC (2010)
Keyphrases
- random variables
- graphical models
- binary variables
- probability distribution
- conditional independence
- stochastic optimization problems
- bayesian networks
- latent variables
- distribution function
- normal distribution
- joint distribution
- marginal distributions
- independent and identically distributed
- directed acyclic graph
- continuous variables
- probability density
- probabilistic graphical models
- conditional probabilities
- statistically independent
- conditionally independent
- identically distributed
- additive noise
- stochastic processes
- joint probability distribution