| May 20, 2026 | We are extremely proud to announce that Quentin Bertrand is joining CIFAR Global Scholars program, which recognize rising stars in their fields based for their potential as future research leaders (15 selected from 450 applications from 41 countries). Learn more here |
| Apr 2, 2026 | Our tutorial on Diffusion and Flow-Matching: From Memorization to Generalization & Beyond has been selected for ICML 2026. This will be held by Quentin Bertrand and Mathurin Massias. See you in Korea! Announcement here |
| Feb 22, 2026 | Our paper PAC-Bayesian Bounds on Constrained $ f $-Entropic Risk Measures has been accepted to AISTATS as spotlight, top 2.5% of the papers ! Read the article here |
| Dec 15, 2025 | Kudos to Fayad Ali Banna who defended his Phd on “From Energy Absorption to Self-Organization: A Physics-Informed Machine Learning Approach to Laser-Matter Interaction” |
| Nov 6, 2025 | Sayan Kumar Chaki defended his Phd on “Equivariance in Vision for Unsupervised Low Data Regimes”. Congratulations to him ! |
| Oct 21, 2025 | Very pleased to announce our application for ANR Inria-Mila funding under the France-Canada PRCI call for projects, ANR-NSERC 2025, has been accepted! |
| Sep 20, 2025 | We are delighted to announce that Quentin Bertrand has just been appointed an Affiliate Member of MILA- Montreal (Canada)! |
| Sep 19, 2025 | We are thrilled to share that our work on the generalization of flow matching deep generative models was accepted at NeurIPS 2025 as an oral! (TOP 0.3%) See you in San Diego! Read the article here |
| Aug 20, 2025 | We are pleased to announce that Remi Emonet’s project DATES has been funded through the ANR PRCE call! |
| Aug 19, 2025 | We’re happy to share that Marc Sebban’s project ACOULAK has been funded through the ANR PRC call! |
| Jul 17, 2025 | Jordan Patracone’s project MONALISA has been funded through the ANR JCJC call! The project explores the interconnections between neural operators, structured learning, and convex optimization. |
| Jun 4, 2025 | Our paper Provably Accurate Adaptive Sampling for Collocation Points in Physics-informed Neural Networks has been accepted to ECML 2025 ! Read the article here |
| May 2, 2025 | Quentin Bertand ‘s paper Q-learners Can Provably Collude in the Iterated Prisoner’s Dilemma has been accepted to ICML! Read the article here |
| May 1, 2025 | Our paper A Bregman Proximal Viewpoint on Neural Operators has been accepted to ICML! Read the article here |
| Mar 20, 2025 | Malice team won 2 calls for associated team projects ! We are happy to welcome the new team DYNAMO associated with ITT - Genova – Italie and LSD associated with MILA- Montreal - Canada |
| Feb 21, 2025 | Quentin Bertrand is in the spotlight this month in Inria France news, with his research On the stability of iterative retraining of generative models on their own data . Read the article here |
| Feb 3, 2025 | We have a new article accepted to Transactions on Machine Learning Research Journal on mixed-integer bilevel optimization |
| Jan 17, 2025 | Volodimir Mitarchuk defended his Phd on “Saturation in Recurrent Neural Networks: Expressivity, Learnability and Generalization”. Congratulations Doctor Mitarchuk ! |
| Oct 24, 2024 | Séminaire au vert : the Malice team got together for our very first Annual Seminar, a day of science in nature at Domaine et Château de Valinches (Loire). |
| Sep 20, 2024 | Eduardo Brandao has won the Complex Systems thesis prize 2024 - PhD Award organized by the French Society of Complex Systems for thesis supported in 2022 and 2023. Congratulations from the entire Malice team! |
| Sep 2, 2024 | We are happy to welcome Eduardo Brandao for his new postion as Associate Professor at Telecom Saint-Étienne and Laboratoire Hubert Curien. |
| Jul 1, 2024 | We are happy to welcome Quentin Bertrand as Inria Junior Researcher in the Malice project team at the Laboratoire Hubert Curien |
| Mar 26, 2024 | Official visit for the start of the Inria project team. Lancement de la nouvelle équipe-projet Malice (Inria, UJM, CNRS) − Campus Manufacture, Saint-Étienne. |
| Dec 1, 2023 | Creation of Inria MALICE -MAchine Learning with Integration of surfaCe Engineering knowledge - research team project |