Industrial Bilateral Projects (since 2018)
- CIFRE RTE 2022-2025, related to Eva Boguslawski’s PhD: Decentralized Partially Observable Markov Decision Process for Power Grid Management
Coordinator: Marc Schoenauer and Matthieu Dussartre (RTE)
Participants: Eva Boguslawski, Alessandro Leite - CIFRE Ekimetrics 2022-2025, related to Audrey Poinsot’s PhD: Causal incertainty quantification under partial knowledge and low data regimes
Coordinator: Marc Schoenauer and Nicolas Chesneau (Ekimetrics)
Participants: Audrey Poinsot, Alessandro Leite, Guillaume Charpiat, Michèle Sebag - CIFRE MAIR (Meta AI Research) 2022-2025, related to Badr Youbi’s PhD: Learning invariant representations from temporal data
Coordinator: Isabelle Guyon (now Michèle Sebag) and David Lopez-Paz (Meta)
Participants: Badr Youbi - CIFRE MAIR (Meta AI Research) 2022-2025, related to Mathurin Videau’s PhD: Reinforcement Learning: Sparse Noisy Reward
Coordinator: Marc Schoenauer and Olivier Teytaud (Meta)
Participants: Alessandro Leite, Mathurin Videau - Fujitsu, 2021-2022, extended 2022-2023, Causal discovery in high dimensions
Coordinator: Marc Schoenauer
Participants: Shuyu Dong and Michèle Sebag - IFPEN (Institut Français du Pétrole Energies Nouvelles) 2019-2022, to hire Alessandro Bucci, Inria Starting Research Position (PhD + 4-6 years) to work on IFPEN critical topics.
Coordinator: Marc Schoenauer
Participants: Alessandro Bucci and Guillaume Charpiat - CIFRE Thalès Teresis 2018-2021, related to Nizam Makdoud’s PhD: Deep Reinforcement Learning Guided by Possibly Unreliable Advice
Coordinator: Marc Schoenauer and Jérôme Kodjabatchian
Participants: Nizam Makdoud - CIFRE RTE 2018-2021, related to Balthazar Donon’s PhD: Deep statistical solvers and Power Systems applications
Coordinator: Isabelle Guyon and Antoine Marot (RTE)
Participants: Balthazar Donon, Marc Schoenauer - CIFRE FAIR (Facebook AI Research) 2018-2021, related to Leonard Blier’s PhD: Sur certaines méthodes raisonnées pour l’apprentissage par renforcement profond
Coordinator: Marc Schoenauer and Yann Olliver (Facebook)
Participants: Guillaume Charpiat, Michèle Sebag, Léonard Blier - CIFRE Renault 2017-2020 related to Marc Nabhan’s PhD: Sûreté de fonctionnement d’un véhicule autonome – évaluation des fausses détections
Coordinator: Marc Schoenauer and Hiba Hage (Renault)
Participants: Marc Nabhan, Yves Tourbier (Renault) - Myndblue, 2017-2019: consulting activities with DMH (Digital for Mental Health). This “Affiliate” contract has been inspired by the Technion equivalent.
Coordinator: Aurélien Decelle and Simon Moulieras (DMH)
Participants: Michèle Sebag - La Fabrique de l’Industrie 2017-2018, related to quality of life at work
Coordinator: Michèle Sebag and Thierry Weil (La Fabrique de l’Industrie)
Participants: Olivier Goudet, Diviyan Kalainathan - POC Renault 2017-2018, Clusterisation et optimisation de scenarii pour la validation des véhicules autonomes
Coordinator: Marc Schoenauer and Philippe Reynaud (Renault)
Participants: Guillaume Charpiat, Raphaël Jaiswal (engineer), Marc Schoenauer - Force Ouvrière (Union) Organizing Platform Labor, 2017-2018.
Coordinator: A.A. Casilli (Telecom ParisTech)
Participants: Paola Tubaro - MSH Paris-Saclay Digital Platform Labor DiPLab 2017-2018.
Coordinators: Paola Tubaro (with A.A. Casilli, Telecom ParisTech) - Google Zurich 2018, related to the AutoDL challenge
Coordinator: Isabelle Guyon and Olivier Bousquet (Google)
Participants: Zhengying Liu and Lisheng Sun - CIFRE RTE 2015-2018, related to Benjamin Donnot’s PhD: Deep learning methods for predicting flows in power grids : novel architectures and algorithms
Coordinator: Olivier Teytaud (then Isabelle Guyon), and Antoine Marot (RTE)
Participants: Benjamin Donnot, Marc Schoenauer