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

February 5, 2:00 pm - 3:00 pm

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.

Sponsors:
CREST

Details

Date:
February 5
Time:
2:00 pm - 3:00 pm
Event Categories:
,
Website:
https://statecoml.github.io

Venue

ENSAE Paris
5, avenue Henry Le Chatelier
91120 Palaiseau, France

Organizers

Martin Mugnier
François-Pierre Paty
Nicolas Schreuder