Conditional Probabilities and van Lambalgen's Theorem Revisited.
Bruno BauwensAlexander ShenHayato TakahashiPublished in: Theory Comput. Syst. (2017)
Keyphrases
- conditional probabilities
- probabilistic inference
- bayesian networks
- probabilistic model
- probability distribution
- random variables
- posterior probability
- joint distribution
- bayesian model
- bayesian belief networks
- belief networks
- joint probability
- class labels
- discrete random variables
- network parameters
- prior distribution
- independence assumption
- bayesian network structure
- prior probabilities
- data sets
- probability measures
- multi dimensional
- utility function
- von neumann
- graph cuts
- main idea consists