MaxSAT-Based Cutting Planes for Learning Graphical Models.
Paul SaikkoBrandon M. MaloneMatti JärvisaloPublished in: CPAIOR (2015)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- bayesian networks
- random variables
- structural learning
- approximate inference
- cutting plane
- conditional random fields
- learning algorithm
- probabilistic inference
- undirected graphical models
- structure learning
- probabilistic graphical models
- relational dependency networks
- factor graphs
- markov logic networks
- markov networks
- integer programming
- conditional probabilities
- relational data