Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport

Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

Recently, optimal transport-based approaches have gained attention for deriving counterfactuals, e.g., to quantify algorithmic discrimination. However, in the general multivariate…