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Racing algorithms for conditional independence inference.

, and . Int. J. Approx. Reason., 45 (2): 386-401 (2007)

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The Chordal Graph Polytope for Learning Decomposable Models., and . Probabilistic Graphical Models, volume 52 of JMLR Workshop and Conference Proceedings, page 499-510. JMLR.org, (2016)Bayesian Networks from the Point of View of Chain Graphs.. UAI, page 496-503. Morgan Kaufmann, (1998)Characterization of Inclusion Neighbourhood in Terms of the Essential Graph: Uper Neighbours.. ECSQARU, volume 2711 of Lecture Notes in Computer Science, page 161-172. Springer, (2003)Marginal Problem in Different Calculi of AI.. IPMU, volume 945 of Lecture Notes in Computer Science, page 348-359. Springer, (1994)Linear criterion for testing the extremity of an exact game based on its finest min-representation., and . Int. J. Approx. Reason., (2018)How matroids occur in the context of learning Bayesian network structure.. UAI, page 832-841. AUAI Press, (2015)On Separation Criterion and Recovery Algorithm for Chain Graphs. CoRR, (2013)Learning Bayesian network structure: Towards the essential graph by integer linear programming tools., and . Int. J. Approx. Reason., 55 (4): 1043-1071 (2014)A graphical characterization of the largest chain graphs., and . Int. J. Approx. Reason., 20 (3): 209-236 (1999)A reconstruction algorithm for the essential graph., and . Int. J. Approx. Reason., 50 (2): 385-413 (2009)