Mathematical department
Université Gustave Eiffel

Cité Descartes - 5 boulevard Descartes
77454 Marne-la-Vallée Cedex 2 (France)
Office: Bâtiment Copernic, 4B 043

Welcome to this webpage (version française Photo). Please do not hesitate to ask me if you are interested in more informations or in additionnal precisions.

Curriculum Vitae (detailed version)

Since 2010

Maître de conférences at Université Paris-Est -- Marne-la-Vallée.


PostDoc at the ETH (Eidgenössische Technische Hochschule) - Zürich.


PhD in Mathematical Statistics at Université Paris Diderot-Paris 7.


Master in Random Modelling and Statistics at Université Paris Diderot-Paris 7.


BS in Mathematics at Université Paris 6 - Pierre et Marie Curie.

Research interests

  • Machine learning: Low consommation, algorithmic fairness, set-valued classification, semi-supervised methods, multi-class and multi-label classification, classification with reject option

  • High dimensional statistic: Lasso-type methods, optimality of tuning parameters, Transductive approaches

  • Online learning: Conformal Prediction, on-line Prediction, active learning


Journal papers

Conference papers

Preprints and documents


Habilitation à Diriger des Recherches (HdR)

Teaching experience


Lecturer in ENSAE-CREST

  • Course on Applied Statistical Learning

June 2017

Tentative: Invited Lecturer. University of Washington

Since 2010

Maître de conférences.Université Gustave Eiffel

  • Linear Algebra, Real Analysis, Probability (undergraduate courses)

  • Projects in Master 1 (course and application with SAS)

  • Courses of Statistical inference in Master 1

  • Courses on High dimensional and non parametric statistics in Master 2


Assistant professor. Université Paris Diderot-Paris 7:

  • Linear Algebra, Real Analysis (undergraduate courses)

  • Projects in Master 1 (course and application with Scilab)


Teaching assistant. Université Marne la Vallée (Newly Gustave Eiffel):

  • Linear Algebra, Real Analysis (undergraduate courses)


  • Since 2021. Organization of a seminar on statistic in LAMA laboratory with Chi Tran.

  • 2019. Organization of a lecture group in the statistical team of LAMA laboratory (Université Gustave Eiffel) on the book Introductory lectures on convex optimization by Yurii Nesterov.

  • 2013--2018. Organization of a weakly seminar probability, statistics, and their applications (ASPRo) (ASPRo) in LAMA laboratory with Matthieu Fradelizi and Miguel Martinez.

Conferences organizations:

Committee member:

PhD Students

  • Florian Valade - since 2022 : Generalization of energy-saving algorithms for recognition on board camera. Co-advised with Sébastien Loustau -- CIFRE with Fujitsu.

  • Gayane Taturyan - depuis 2022 : Fairness and Robustness in Machine Learning. Co-dirigée avec Evgenii Chzhen et Jean-Michel Loubes.

  • Ahmed Zaoui - 2018-2022 : Estimation of the variance function for regression and its applications. Co-advised with Christophe Denis.

  • Evgenii Chzhen - 2016-2019 : Plug-in Approaches for classification. Co-advised with Joseph Salmon.


  • Since 2018: member of Conseil de l’UFR de Mathématiques in Université Paris-Est -- Marne-la-Vallée.

  • Since 2018: member of Commission Responsable du Budget de l’UFR de Mathématiques in Université Paris-Est -- Marne-la-Vallée.

  • Since 2017: member of Comité Scientifique du LAMA.

  • Since 2016: member of la Commission Permanente de Recrutement de la section 61 in Université Paris-Est -- Marne-la-Vallée.

  • From 2012 until 2016: member of Commission permanente de recrutement de l'UFR de Mathématiques in Université Paris-Est -- Marne-la-Vallée.

  • 2013 and 2015: member of the selection committee for a Probability-Statistic ``Maîtres de Conférences'' position in Université Paris-Nanterre.