most citedBeyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2026

Sequential Transport for Causal Mediation Analysis

Agathe Fernandes Machado, Iryna Voitsitska, Arthur Charpentier +1

We propose sequential transport (ST), a distributional framework for mediation analysis that combines optimal transport (OT) with a mediator directed acyclic graph (DAG). Instead o…