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front-door criterion

5 papers

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Co-occurring keywords · papers mentioning both

causal inference (3) causal effect (2) verma constraint (1) nonparametric identification (1) adjustment set (1) front-door adjustment (1) bike flow prediction (1) mediation analysis (1) spatiotemporal pattern (1) taxonomy expansion (1)

Papers

Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator UAI 2026 TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 Finding and Listing Front-door Adjustment Sets NeurIPS 2022 On testability of the front-door model via Verma constraints UAI 2022