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External Tag: fairness

Talk at the Groupe de travail ARC (Actuariat et Risques Contemporains), in Paris

External Tags actuariat, ARC, fairness, Hu, Paris, Ratz, Seminar

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

Fairness and discrimination, PhD Course, #3 Machine Learning, losses and distances

External Tags Bregman, discrimination, distances, divergence, fairness, Hellinger, insurance, Jensen, KL, Kullback, Leibler, losses, machine-learning, MAT998P, Neyman, Pearson, Rényi, Shannon, total variation, triangular inequality

Fairness and discrimination, PhD Course, #2 Insurance and risk classes

External Tags Average, conditional mean, discrimination, fairness, gender, income, insurance, law of large numbers, life tables, LLN, MAT998P, pure premium, Pythagoras, sex, variance, wealth

Fairness and discrimination, PhD Course, #1 Motivation

External Tags Colorado, discrimination, fairness, france, Gender directive, MAT998P, Québec, redlining

Fondation SCOR, Fairness of predictive models: an application to insurance markets

External Tags Academe, fairness, SCOR

Fairness Explainability using Optimal Transport with Applications in Image Classification

External Tags arxiv, fairness, Hu, images, optimal transport, Publications, Ratz, research, Wassertein

Parametric Fairness with Statistical Guarantees

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

Melting contestation: insurance fairness and machine learning

External Tags fairness, Laurence Barry, Publications

A Sequentially Fair Mechanism for Multiple Sensitive Attributes

External Tags discrimination, fairness, Hu, multiple, Publications, Ratz