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bayesian network structure

8 papers

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Co-occurring keywords · papers mentioning both

bayesian network (8) graphical model (5) structure learning (5) conditional independence (2) combinatorial optimization (2) graph kernel methods (1) score approximation (1) metagraph (1) graph approximation (1) metagraph kernel (1)

Papers

Learning Noisy-Or Networks with an Application in Linguistics PGM 2022 Learning Diverse Bayesian Networks AAAI 2019 Learning Bayesian Networks by Branching on Constraints PGM 2018 Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity (Extended Abstract) IJCAI 2017 Bayesian Networks for Variable Groups PGM 2016 A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NeurIPS 2013 Bayesian Network Score Approximation using a Metagraph Kernel NeurIPS 2008 Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005