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Evgenii Chzhen (Orsay) – "Algorithmic Fairness in Classification and Regression"

February 5, 2020 @ 2:00 pm - 3:00 pm | Organizers: , François-Pierre Paty, Nicolas Schreuder
The Statistics-Econometrics-Machine Learning Seminar.
Time: 14:00 pm – 15:00 pm
Date: 5th of February 2020
Place: Room 3001.
Evgenii Chzhen (Orsay) – “Algorithmic Fairness in Classification and Regression”
Abstract : The goal of this talk is to introduce the audience to the problem of algorithmic fairness. 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. If time permits, I will present some very recent theoretical results both in classification and regression.