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equivalence class

11 papers

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Co-occurring keywords

structure learning (341) graphical model (864) bayesian network (378) directed acyclic graph (245) causal discovery (460) network verification (18) latent variable (541) binary decision diagram (22) causal graphical model (14) score equivalent (1)

Papers

NDD: A Decision Diagram for Network Verification NSDI 2025
EPVerifier: Accelerating Update Storms Verification with Edge-Predicate NSDI 2024
Causal Learning through Deliberate Undersampling CLEAR 2023
Typing assumptions improve identification in causal discovery CLEAR 2022
A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022
Learning Bayesian network classifiers with completed partially directed acyclic graphs PGM 2018
Intervals of Causal Effects for Learning Causal Graphical Models PGM 2018
Enumerating Equivalence Classes of Bayesian Networks using EC Graphs AISTATS 2016
Learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables AISTATS 2011
Discussion of “Learning Equivalence Classes of Acyclic Models with Latent and Selection Variables from Multiple Datasets with Overlapping Variables” AISTATS 2011
Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002