Advances in Bayesian Network Learning using Integer Programming.
James CussensMark BartlettPublished in: UAI (2013)
Keyphrases
- integer programming
- bayesian network learning
- bayesian networks
- np hard
- parameter learning
- linear programming
- constraint programming
- production planning
- set covering problem
- cutting plane
- lagrangian relaxation
- set covering
- ai planning
- valid inequalities
- cutting plane algorithm
- vehicle routing problem with time windows
- integer program
- integer programming formulations
- column generation
- graphical models
- special case
- random variables
- text categorization
- machine learning
- information extraction