conftrace_

observational distribution

4 papers

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Co-occurring keywords

causal inference (1630) causal graph (140) causal effect (107) context-specific independence (8) graphical constraint (1) partial ancestral graph (7) atomic intervention (4) causal identification (37) markov equivalence (33) causal effect identification (13)

Papers

Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022
Learning and Sampling of Atomic Interventions from Observations ICML 2020
On Causal Identification under Markov Equivalence IJCAI 2019
General Identifiability with Arbitrary Surrogate Experiments UAI 2019