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--- en:start [2019/02/25 17:23] – [Brief presentation] quostben
+++ en:start [2022/11/10 11:48] – [Brief presentation] quostben
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 ====== Brief presentation ======
-I am now associate professor at the university of Technology of Compiègne. I have been the head of the [[https://moodle.utc.fr/course/view.php?id=1843|Data mining and Decision Making]] curriculum from January 2012 to February 2019.
+I am now associate professor (habil.) at the Université de Technologie de Compiègne.
-My research focuses on machine learning, and more particularly supervised and unsupervised classification, from imperfect (imprecise, uncertain) information. I also work on classifier combination and data fusion issues.
+My research focuses on machine learning, and more particularly on learning cautious models from scarce or poor data (Safe AI) or under fairness constraints; on explainability, and in particular explaining indeterminate predictions; and on decision-making from partial information. I also work on classifier combination and data fusion issues.
-I am interested in the theoretical framework of belief functions (also known as Dempster-Shafer theory) for representing and managing imprecision and uncertainty.
+I am interested in the theoretical frameworks of probability theory, belief functions (also known as Dempster-Shafer theory), and imprecise probability, for representing and managing imprecision and uncertainty.

UMR CNRS 7253