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Vendredi 6 mars 13:30-14:30 Evgenii Chzhen  (LMO)
Algorithmic Fairness in Classification and Regression

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Lieu : 3L8 (IMO)

Résumé : The goal of this talk is to introduce the audience to the problem of algorithmic fairness. In the first part, I will provide a general overview on the topic, describe various available frameworks of fairness in classification and regression, and present main approaches to tackle this problem. In the second part, I will present some very recent theoretical results both in classification and regression.

Algorithmic Fairness in Classification and Regression  Version PDF