equivalence class

NDD: A Decision Diagram for Network Verification NSDI 2025 Score matching through the roof: linear, nonlinear, and latent variables causal discovery CLeaR 2025 When Selection Meets Intervention: Additional Complexities in Causal Discovery ICLR 2025 EPVerifier: Accelerating Update Storms Verification with Edge-Predicate NSDI 2024 Causal Learning through Deliberate Undersampling CLeaR 2023 Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing ICLR 2023 A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022 The Dual PC Algorithm for Structure Learning PGM 2022 Typing assumptions improve identification in causal discovery CLeaR 2022 Piecewise linear activations substantially shape the loss surfaces of neural networks ICLR 2020 Intervals of Causal Effects for Learning Causal Graphical Models PGM 2018 Learning Bayesian network classifiers with completed partially directed acyclic graphs PGM 2018 Enumerating Equivalence Classes of Bayesian Networks using EC Graphs AISTATS 2016 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 acyclic models with latent and selection variables from multiple datasets with overlapping variables AISTATS 2011 Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002