On the Correlation between Boolean Functions of Sequences of Random Variables.
Farhad Shirani ChaharsooghiS. Sandeep PradhanPublished in: CoRR (2017)
Keyphrases
- random variables
- boolean functions
- graphical models
- uniform distribution
- probability distribution
- prime implicants
- stochastic optimization problems
- bayesian networks
- joint distribution
- conditional independence
- threshold functions
- distribution function
- conditional probabilities
- latent variables
- multi valued
- dnf formulae
- joint probability distribution
- random vectors
- membership queries
- hidden markov models
- normal distribution
- binary decision diagrams
- functional properties
- lead time
- probabilistic model
- markov networks
- probabilistic graphical models
- failure rate
- linear threshold
- disjunctive normal form
- conditional distributions
- directed acyclic graph
- conditionally independent
- belief propagation
- decision rules
- optimization problems