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National Repository of Grey Literature 1 records found  Search took 0.00 seconds. 
LP relaxations and pruning for characteristic imsets
 Studený, Milan
The geometric approach to learning BN structure is to represent it by a certain vector; a suitable such zero-one vector is the characteristic imset, which allows to reformulate the task of finding global maximum of a score over BN structures as an integer linear programming problem. The main contribution of this report is an LP relaxation of the corresponding polytope, that is, a polyhedral description of the domain of the respective integer linear programming problem.
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