DENIS Christophe
Expertise
Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.
Health, Medicine & Biology
Mathematics, Computer Science & Robotics
Activities
Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.
Responsibilities
Member of Impact-AI (think tank)
Awards
- 2018 : Research price delivered by DRIM'In Saclay for the project "Smart training algorithms for green deep learning"
- 2018 : Price "Roland Seneor" delivered by Aristote Association for the "Green AI" project
- 2006 : HPC Price delivered by the UK High End Computing Stratedy Committee for "Fast Computation of the Slater integrals"
Selected publications
- Th. Anglade, Ch. Denis, Th. Berthier : “A novel embedding-based framework improving the User and Entity Behav- ior Analysis”, (2019).
- Ch. Denis, J. Nicogossian : “Du gène à l’octet : la communication phygitale pour une utilisation responsable de l’Intelligence Artificielle dans le domaine médical”, (2019).
- Ch. Denis, F. Varenne : “Interprétabilité et explicabilité pour l’apprentissage machine : entre modèles descriptifs, modèles prédictifs et modèles causaux. Une nécessaire clarification épistémologique”, Actes CNIA PFIA 2019, Toulouse, France, pp. 60-68 (2019).
- Ch. Denis : “Towards an explainable and convivial AI based tools: Illustration on medicine applications”, Tallinn, Estonia (2019).
- Ch. Denis, J. Nicogossian : “Explicabilité et convivialité d’outils de diagnostic médical basé sur de l’IA”, Journées plénières du GdR-IA, Groupe de travail Explicabilité, Orléans, France (2019).
- Ch. Denis : “Collaboration intelligence humaine et intelligence artificielle en vue d’une société conviviale”, Forum Industriel de l'Intelligence Artificielle (FIIA'2019), Champ-sur-Marne, France (2019).
- Ch. Denis, A. Delaborde, N. Meric : “Table Ronde TRB3 "IA, confiance, sécurité"”, IANP 2019 – Intelligence Artificielle : Nouvelles Puissances, Paris, France (2019).
International collaborations
University of Exeter (UK)
Industrial collaborations
Craft-ai, EDF R&D, CEA
Projects
Explore the specific interdisciplinary initiatives — ranging from industrial and European collaborations to innovative doctoral research — where our members apply their expertise to address the scientific challenges of tomorrow.