News

• 27 May, 2024: Our 3 papers have been accepted to ECML !
• 8 January, 2024: Registration is now open for the regional workshop on sparsity, optimization, and inverse problems, scheduled for February 16th. Apply at POPILS
• 1 December, 2023: Our Inria project-team MALICE on the topic "Machine Learning for Engineering" has been officially created as part of the Inria Lyon Centre
• 8 November, 2023: We are looking for a PhD student candidate to develop frugal physics-based machine learning methods for modeling complex systems (offer).
• 7 November, 2023: We are looking for a highly motivated student for conducting a master thesis at LabHC on the discovery of physics laws through the bilevel optimization of neural operators (offer)
• 19 October, 2023: Our forthcoming Inria project team MALICE (MAchine Learning with Integration of surfaCe Engineering knowledge) is hiring! More information here if you wish to apply to an Inria CR or ISFP position
• 1 June, 2023: I am hiring a postdoctoral research associate to work on any of the following aspects in physics-based machine learning - modeling, optimization and transfer. More information here.
• 21 March, 2023: We are hiring a PhD student to develop frugal and robust incremental learning algorithms. More information here.
• 23 February, 2023: We are opening a PhD position at the inferface of physics and machine learning. More information can be found here. Application deadline is May 1st, 2023.
• 24 January, 2023: A new Inria project team is being evaluated for a forthcoming opening at the Hubert Curien Laboratory on the topic "Machine Learning for Surface Engineering". More information here if you wish to apply to an Inria CR or ISFP position
• 13 October, 2022: I am looking for two highly motivated students for conducting their master thesis at LabHC on deep learning (offer 1, offer 2)
• 1 September, 2022: I am starting an Associate Professor position at Telecom Saint-Etienne and Hubert Curien Laboratory
• 17 August, 2022: A full course on "Algorithms for Data Analysis" is now publicly available
• 24 June, 2022: I have written a new post on remote computing
• 14 June, 2022: The Pytorch library of "Bregman Neural Networks" is now available - toolbox
• 15 May, 2022: Our paper "Bregman Neural Networks" has been accepted for a spotlight presentation at ICML 2022
• 31 March, 2022: I will give a talk about the advances in gradient-based methods for hyperparameters learning at the LIMOS (Université Clermont Auvergne) - slides
• 30 March, 2022: Students from ESH and LvvG will present their projects at the MATh.en.JEANS annual congress (5th-6th April)
• 22 March, 2022: The preprint of our paper "Semi-Universal Adversarial Perturbations" submitted to IEEE TPAMI is now available
• 8 February, 2022: I will give a talk on the bilevel learning of group-wise penalties at LabHC (Télécom Saint-Etienne) - slides
• 13 January, 2022: I will present a survey of bilevel optimization for hyperparameters learning at the LITIS (INSA Rouen)
• 19 May, 2021: I will present a talk about bilevel optimization at the Laboratoire Lagrange
• 18 May, 2021: Two papers have been accepted to CAp 2021
• 15 April, 2021: Students from ESH and LvvG will present their projects at MATh.en.JEANS
• 9 February, 2021: I will give a talk at the Digital Vision Center (Inria Saclay)
• 11 January, 2021: I am giving a seminar at IMAG (Université de Montpellier)
• 13 October, 2020: I will give a talk for the Parietal team (Inria Saclay - CEA)
• 10 October, 2020: Our paper "Unveiling Groups of Related Tasks in Multi-Task Learning" has been accepted to ICPR 2020
• 1 October, 2020: I am now a postdoctoral researcher within the LITIS group (INSA Rouen)
• 22 September, 2020: I will give a talk for the SIMS team (EC Nantes)
• 1 June, 2020: I have joined the editorial board of JMLR as a reviewer