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External Tag: barycenter

Algorithmic fairness with optimal transport: quantifying counterfactual fairness and mitigating group fairness

External Tags barycenter, counterfactual, fairness, group, individual, Laval, optimal transport, OT, Seminar, StatLab, Wasserstein

Fairness and discrimination, PhD Course, #10 Mitigation, Post-processing

External Tags barycenter, MAT998P, postprocessing, W2, Wasserstein

Online Seminar Finance & Modeling, Centre d’Économie de la Sorbonne

External Tags barycenter, CES, discrimination, fairness, mitigation, OT, Seminar, Sorbonne, Transport, Wasserstein

Parametric Fairness with Statistical Guarantees

External Tags approximate, arxiv, barycenter, fairness, Hu, parametric, Publications, Ratz, statistical model, Wassertein

Mitigating Discrimination in Insurance with Wasserstein Barycenters

External Tags barycenter, Conferences, fairness, François, François Hu, Hu, insurance, Philipp, Publications, Ratz, Wasserstein

Fairness in Multi-Task Learning via Wasserstein Barycenters

External Tags barycenter, Computer, ECML, fairness, François, Philipp, PKDD, Wasserstein