Professor of Mathematics    Université Toulouse Paul Sabatier Institut de Mathématiques de Toulouse Equipe de Statistique et Optimisation & Projet AOC CIMI (Apprentissage, Optimisation et Complexité) Chair Fair and Robust Machine Learning at Artificial and Natural Intelligence Toulouse Institute (ANITI)

 

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Research :

• Mathematical Statistics, Machine Learning & Optimal Transport
• Fairness, Robustness and Explainability of Artificial Intelligence
• Industrial Applications

 Current Projects :

• Audit of AI’s models : Bias Analysis, Robustness & Explainability – Head of ANR  Regulation of AI &  Principal Investigator in ANITI’s CHAIR Trust and Responsibility in AI -
• Anomaly Detection in Machine Learning
• Principal Investigator in the Explainability Project GEMS (CNRS Prize for innovation 2019) with a video
• Sport & Artificial Intelligence (partnership with Toulouse Football Club)

Past & Current Duties

• Member of Scientifi Comitee of ANITI (2019- … )
• Member of National Council of University CNU 26 (2016-2020)
• Member of  Scientific Comitee of  CNRS Mathematical Institute (2020-2024)
• Deputy President of Toulouse 3 University in charge of Innovation for Industry (2019-2023)
• Head of Master 2 Mathematics and Applications (2019-2024)
• Member of the founder team of Maths-Industry CNRS Project AMIES and Head for Occitanie region 2010-2016 (Toulouse, Montpellier, Pau, Perpignan, …). National Expert member on Machine Learning and Data Science
• Director of Research Team (Statistics and Probability) and Member of Directoire de l’Institut de Mathématiques (2008-2012)

Quelques interventions sur l’IA et la confiance dans les décisions algorithmiques

• Les biais et l’IA : Usine Nouvelle
• La confiance dans l’IA : Le Monde
• Le dictionnaire du numérique
• Interventions at European Network  NeEDS, Bias in Medicine, BCAM, CNRS Innovation, ANITI

 

Mail: loubes »at »math.univ-toulouse.fr

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