Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity.
James CussensMatti JärvisaloJanne H. KorhonenMark BartlettPublished in: J. Artif. Intell. Res. (2017)
Keyphrases
- integer programming
- bayesian network structure learning
- valid inequalities
- packing problem
- column generation
- np hard
- linear programming
- constraint programming
- integer program
- cutting plane
- cutting plane algorithm
- structure learning
- computational complexity
- bayesian networks
- worst case
- set partitioning
- graph theoretic
- lagrangian relaxation
- machine learning
- search algorithm
- optimal solution