Mialon, Grégoire

8 publications

ICLR 2026 Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments Romain Froger, Pierre Andrews, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Menard, Gerard Moreno-Torres Bertran, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Vladislav Vorotilov, Mengjue Wang, Ian Yu, Amine Benhalloum, Grégoire Mialon, Thomas Scialom

ICLR 2024 GAIA: A Benchmark for General AI Assistants Grégoire Mialon, Clémentine Fourrier, Thomas Wolf, Yann LeCun, Thomas Scialom

TMLR 2023 Augmented Language Models: A Survey Grégoire Mialon, Roberto Dessi, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Roziere, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom

NeurIPS 2023 Self-Supervised Learning with Lie Symmetries for Partial Differential Equations Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak Kiani

ICLRW 2023 Self-Supervised Learning with Lie Symmetries for Partial Differential Equations Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak Kiani

ICLR 2021 A Trainable Optimal Transport Embedding for Feature Aggregation and Its Relationship to Attention Grégoire Mialon, Dexiong Chen, Alexandre d'Aspremont, Julien Mairal

AISTATS 2020 Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions Grégoire Mialon, Julien Mairal, Alexandre d’Aspremont

ICML 2019 A Kernel Perspective for Regularizing Deep Neural Networks Alberto Bietti, Grégoire Mialon, Dexiong Chen, Julien Mairal