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chain graph

11 papers

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Co-occurring keywords · papers mentioning both

graphical model (7) bayesian network (4) chain graph model (3) gaussian graphical model (3) structure learning (3) probabilistic graphical model (2) gaussian chain graph (2) conditional independence (2) probabilistic inference (2) inference complexity (1)

Papers

Identifiability of Linear AMP Chain Graph Models AAAI 2022 Learning LWF Chain Graphs: A Markov Blanket Discovery Approach UAI 2020 Sparse Learning in Gaussian Chain Graphs for State Space Models PGM 2018 Unifying DAGs and UGs PGM 2018 Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity PGM 2016 Segregated Graphs and Marginals of Chain Graph Models NeurIPS 2015 An inclusion optimal algorithm for chain graph structure learning AISTATS 2014 On Sparse Gaussian Chain Graph Models NeurIPS 2014 Faithfulness in Chain Graphs: The Gaussian Case AISTATS 2011 Structural Learning of Chain Graphs via Decomposition JMLR 2008 A Graphical Representation of Equivalence Classes of AMP Chain Graphs JMLR 2006