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The LIG Keynotes

These lectures are intended to be given for a large audience (from students to experts). They will be held every 1st Thursday of the month at 2.PM. It is a monthly event.

Licence Creative Commons Discrimination in Human vs. Algorithmic Decision Making

7 janvier 2016
00:55:56
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Krishna GUMMADI / LIG

Algorithmic (data-driven) decision making is increasingly being used to assist or replace human decision making in a variety of domains ranging from banking (rating user credit) and recruiting (ranking applicants) to judiciary (profiling criminals) and journalism (recommending news-stories).  Against this background, in this talk, I will pose and attempt to answer the following high-level questions:
(a) Can algorithmic decision making be discriminatory?
(b) Can algorithmic discrimination be controlled? i.e., can algorithmic decision making be made more fair?
(c) Can algorithmic decisions be used to detect and avoid implicit biases in human decisions?

Mots clés : keynote lig

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