An Alternative Markov Property for Chain Graphs
Steen A. AnderssonDavid MadiganMichael D. PerlmanPublished in: CoRR (2013)
Keyphrases
- chain graphs
- markov property
- conditional independence
- graphical models
- bayesian networks
- directed acyclic graph
- random variables
- temporal context
- state space
- probabilistic graphical models
- markov models
- hidden variables
- belief propagation
- markov networks
- probability distribution
- reinforcement learning
- mrf model
- causal models
- probabilistic model
- linear models
- dynamic programming
- spatial context
- posterior probability
- video sequences
- markov random field