conftrace_

context-specific independence

11 papers

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Also known as

CSI

Co-occurring keywords · papers mentioning both

causal inference (5) graphical model (4) probabilistic graphical model (3) structure learning (3) causal effect identification (2) bayesian network (2) causal structure (2) observational distribution (1) graphical constraint (1) average treatment effect (1)

Papers

Causal Inference amid Missingness-Specific Independences and Mechanism Shifts UAI 2025 Causal Imitability Under Context-Specific Independence Relations NeurIPS 2023 Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022 Explaining Deep Tractable Probabilistic Models: The sum-product network case PGM 2022 Context-Specific Likelihood Weighting AISTATS 2021 A New Perspective on Learning Context-Specific Independence PGM 2020 Constructing a Chain Event Graph from a Staged Tree PGM 2020 Identifying Causal Effects via Context-specific Independence Relations NeurIPS 2019 Instance-Specific Bayesian Network Structure Learning PGM 2018 Structure Learning for Bayesian Networks over Labeled DAGs PGM 2018 Learning Efficient Markov Networks NeurIPS 2010