A Property of Independency Relations Induced by Probabilistic Distributions with Binary Variables.
Azaria PazPublished in: Fundam. Informaticae (2006)
Keyphrases
- binary variables
- random variables
- knapsack problem
- bayesian networks
- problems in computer vision
- probability distribution
- piecewise linear
- graphical models
- conditional probabilities
- continuous variables
- probabilistic model
- limited memory
- energy function
- mixed integer programming
- linear constraints
- linear programming relaxation
- mixed integer
- np hard
- linear program
- generative model
- joint distribution
- higher order
- optimal solution