Reference : UMR7243-ALETSO-001
Workplace : PARIS 16
Date of publication : Friday, May 13, 2022
Scientific Responsible name : Alexis Tsoukias, Thierry Kirat
Type of Contract : PhD Student contract / Thesis offer
Contract Period : 36 months
Start date of the thesis : 1 October 2022
Proportion of work : Full time
Remuneration : 2 135,00 € gross monthly
Description of the thesis topic
Fairness by Explanations in Algorithmic Decision Making.
The topic concerns the study of autonomous artefacts design with enhanced decision autonomy, satisfying some notion of ``fairness''. However, instead of considering fairness as an ``objective'' property, related to a resource allocation norm, we prefer study this notion as a subjectively defined necessity by one or more stakeholders of the decision process to which the autonomous artefact is related. Under such a perspective we consider as component of such types of fairness the satisfaction of explicability, interpretability and accountability requirements.
Interdisciplinary cooperation between the LAMSADE (Computer Science) and IRISSO (Social Sciences) within PSL, Université Paris Dauphine and CNRS.
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