PhD position H/F

Interdisciplinary cooperation between the LAMSADE (Computer Science) and IRISSO (Social Sciences) within PSL, Université Paris Dauphine and CNRS.

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.