conftrace_

context-specific independence

8 papers

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Also known as

CSI

Co-occurring keywords

causal inference (1630) graphical model (864) causal effect identification (13) probabilistic graphical model (226) causal structure (88) observational distribution (4) graphical constraint (1) sum-product network (49) graphical criterion (4) bayesian network structure learning (18)

Papers

Causal Imitability Under Context-Specific Independence Relations NIPS 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
Identifying Causal Effects via Context-specific Independence Relations NIPS 2019
Structure Learning for Bayesian Networks over Labeled DAGs PGM 2018
Instance-Specific Bayesian Network Structure Learning PGM 2018