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External Tag: Wasserstein

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

Fairness and discrimination, PhD Course, #4 Wasserstein Distances and Optimal Transport

External Tags Cramér, distance, distributions, fairness, Hardy, Kantorovich, Littlewood, Map, MAT998P, Monge, push-forward, r, Sinkhorn, Transport, W, Wasserstein

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