Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity (Extended Abstract).
James CussensMatti JärvisaloJanne H. KorhonenMark BartlettPublished in: IJCAI (2017)
Keyphrases
- extended abstract
- integer programming
- bayesian network structure learning
- valid inequalities
- np hard
- packing problem
- linear programming
- constraint programming
- lagrangian relaxation
- cutting plane
- cutting plane algorithm
- structure learning
- integer program
- graph theoretic
- column generation
- bayesian networks
- convex hull
- graphical models
- search space
- pairwise