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External Tag: MAT998P

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

External Tags barycenter, MAT998P, postprocessing, W2, 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

Fairness and discrimination, PhD Course, #5 Machine learning models

External Tags calibration, causal, constraint, counterfactual, DAG, data, experiement, Markov, MAT998P, model, twin representation

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