Arnaud Quelin, Frederic Austerlitz, Flora Jay. Using supervised machine learning methods to infer demographic history from genomic data. Machine Learning for Evolutionary Genomics Data, May 2024, Heraklion, Greece. ⟨hal-05570974⟩
Arnaud Quelin, Jazeps Medina Tretmanis, Emilia Huerta-Sanchez, Frederic Austerlitz, Flora Jay. Assessing the contribution of ancient genomic data to the inference of historical demographic parameters. JOBIM 2025 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2025, Bordeaux, France. ⟨hal-05570966⟩
Jean Cury, Théophile Sanchez, Erik Madison Bray, Jazeps Medina-Tretmanis, María Ávila-Arcos, et al.. Inferring effective population sizes of bacterial populations while accounting for unknown recombination and selection: a deep learning approach. ECML PKDD 2022 - Machine Learning for Microbial Genomics workshop, Sep 2022, Grenoble, France. ⟨hal-05554282⟩
Cyriaque Rousselot, Olivier Allais, Philippe Caillou, Julia Mink, Florian Yger. Pesticide Aerial Concentration : Estimations Toward Population Health Impact Assessment. Engineering for Health Annual Forum 2025, Nov 2025, Palaiseau (Ecole Polytechnique), France. ⟨hal-05447129⟩
Enrico Marchesini, Eva Boguslawski, Alessandro Leite, Christopher Amato, Matthieu Dussartre, et al.. MARL2GRID-TR: A multi-agent RL benchmark in power grid operations. ICLR 2026 - The Fourteenth International Conference on Learning Representations, Apr 2026, Rio de Janeiro, Brazil. ⟨hal-05532479⟩
Mathurin Videau, Alessandro Leite, Marc Schoenauer, Olivier Teytaud. Evolutionary Pre-Prompt Optimization for Mathematical Reasoning. ACM Transactions on Evolutionary Learning and Optimization, In press, ⟨10.48550/arXiv.2412.04291⟩. ⟨hal-05492969⟩
Ludovic Arnold, Sébastien Rebecchi, Sylvain Chevallier, Hélène Paugam-Moisy. An Introduction to Deep Learning. European Symposium on Artificial Neural Networks (ESANN), Apr 2011, Bruges, Belgium. ⟨hal-01352061⟩