Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity

13 May 2016

Papers citing "Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity"

6 / 6 papers shown

Title
Integer Programming for Learning Directed Acyclic Graphs from Non-identifiable Gaussian Models Tong Xu Armeen Taeb Simge Kuccukyavuz Ali Shojaie CML 39 1 0 19 Apr 2024
Probabilistic Multi-Dimensional Classification Vu-Linh Nguyen Yang Yang Cassio de Campos 25 1 0 10 Jun 2023
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery Chris Cundy Aditya Grover Stefano Ermon CML 40 72 0 06 Dec 2021
Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming Fulya Trösser S. D. Givry G. Katsirelos 11 10 0 23 Jun 2021
Efficient Sampling and Structure Learning of Bayesian Networks Jack Kuipers Polina Suter G. Moffa TPM CML 21 69 0 21 Mar 2018
Exact Maximum Margin Structure Learning of Bayesian Networks Robert Peharz Franz Pernkopf TPM 54 12 0 27 Jun 2012