Ewen Gallic

Aix Marseille Université, CNRS, AMSE, Marseille, France, CNRS - Université de Montréal CRM – CNRS, Montréal, Canada

Mila

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Agathe Fernandes-Machado (1)Iryna Voitsitska (1)Arthur Charpentier (1)

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Mar 16, 2026

Mila1d ago·also CNRS, Kyoto, Ukrainian Catholic University, Université du Québec à Montréal (UQAM)

Sequential Transport for Causal Mediation Analysis

Ditch the cross-world counterfactuals: Sequential Transport offers a DAG-aware, optimal transport approach to causal mediation analysis, providing deterministic counterfactual mediators and fine-grained attribution.

Agathe Fernandes-Machado, Iryna Voitsitska, Arthur Charpentier +1

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Ewen Gallic

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