2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport
IJCAI 2025
Recently, optimal transport-based approaches have gained attention for deriving counterfactuals, e.g., to quantify algorithmic discrimination. However, in the general multivariate setting, these methods are often opaque and difficult to interpret. To address this, alternative methodologies have been