|Our paper on intersectional fairness was accepted at NeurIPS. Congrats to Mathieu!
|Our papers on fair selection with strategic candidates and on statistical discrimination in stable matchings were accepted at EC. Congrats to Vitalii and Rémi!
|Our paper extending the expohedron method for fair ranking with DBN models was accepted at SIGIR. Congrats to Till!
|Together with Vianney Perchet, we are launching a joint team (FairPlay) between Criteo, Institut Polytechnique de Paris (ENSAE, Ecole Polytechnique), and Inria to look at fairness and privacy issues in matching and auction problems with game theory and learning methods. The team will be hosted at CREST in Saclay; and we will be hiring!
I am a research scientist at Inria and a part-time Professor (Professeur Chargé de Cours) of computer science at Ecole Polytechnique. Since March 2022, I am the co-head of the FairPlay team, a joint team between Criteo, Institut Polytechnique de Paris (ENSAE, Ecole Polytechnique), and Inria Saclay. Since Sept. 2019, I am also the co-holder of a Chair of the MIAI@Grenoble Alpes institute on "Explainable and Responsible AI". Prior to creating FairPlay in Saclay, I was a member of the POLARIS team (a joint Inria/LIG team) in Grenoble. Even earlier, I was an Assistant Professor in the data science department at EURECOM and I spent several long research visits at UC Berkeley and MPI-SWS. In particular, from April 2016 to October 2018, I was a visiting researcher at the Max-Planck Institute for Software Systems (MPI-SWS), supported by a Humboldt fellowship for experienced researchers.
I received my PhD in CS from ENS Lyon in 2009. Prior to that, I studied Physics at ENS Lyon (MSc '06) and after that I also studied Mathematics at UPMC (Paris 6) and Ecole Polytechnique (MSc '10). I was a postdoc at Inria Paris in 2010 and at UC Santa Cruz in 2011. I also received my HDR from UPMC in 2016.
My research interests revolve around game theory and statistical learning and their interactions, in particular in the context of security, privacy and ethics of online systems and algorithms. I am fortunate to work with a number of talented students and postdocs and to have my research supported by various public bodies and industries. Check my research page for more details about my research.
I was the chair of the steering committee of NetEcon and an associate editor of ACM Transactions on Internet Technology and IEEE Transactions on Big Data. I was a PC co-chair of NetEcon '12-'15 and I serve or have served as a PC member of numerous conferences (NeurIPS, ICML, AAAI, IJCAI, SIGMETRICS, PETS, WiOpt, GameSec, etc.), as a guest editor of two journal special issues, as a reviewer for numerous journals and as a member of several evaluation committees for PhDs or panels for grant selection. For a complete list, please refer to my CV.