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External Tag: fairness

Workshop on fairness and discrimination in insurance (registration is open)

External Tags Academe, Conferences, discrimination, fairness, FEDA, Fei, Laurence, Laval

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, #7 Sensitive attributes and proxies

External Tags ageism, credit-score, discrimination, fairness, friendship, insurance, MAT998P, networks, phd, Pictures, proxies, proxy, racism, sexism, Text

A Fair price to pay: exploiting causal graphs for fairness in insurance

External Tags aware, causal, cote, DAG, fairness, group fairness criteria, hyperaware, Marie-Pier, Olivier, Publications, scores, unaware

Shapley Values Clearly Explained

External Tags editors-pick, fairness, machine-learning, model explainability, shapley-values

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