D'Ascoli, Stéphane

8 publications

NeurIPS 2025 Scaling and Context Steer LLMs Along the Same Computational Path as the Human Brain Joséphine Raugel, Jérémy Rapin, Stéphane d'Ascoli, Valentin Wyart, Jean-Remi King

NeurIPS 2024 A Polar Coordinate System Represents Syntax in Large Language Models Pablo Diego-Simón, Stéphane D'Ascoli, Emmanuel Chemla, Yair Lakretz, Jean-Rémi King

ECCV 2024 Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders Lucas Stoffl, Andy Bonnetto, Stéphane D'Ascoli, Alexander Mathis

ICLR 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers Stéphane d'Ascoli, Sören Becker, Philippe Schwaller, Alexander Mathis, Niki Kilbertus

NeurIPS 2022 End-to-End Symbolic Regression with Transformers Pierre-alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, Francois Charton

NeurIPS 2021 On the Interplay Between Data Structure and Loss Function in Classification Problems Stéphane d'Ascoli, Marylou Gabrié, Levent Sagun, Giulio Biroli

NeurIPS 2020 Triple Descent and the Two Kinds of Overfitting: Where & Why Do They Appear? Stéphane d'Ascoli, Levent Sagun, Giulio Biroli

NeurIPS 2019 Finding the Needle in the Haystack with Convolutions: On the Benefits of Architectural Bias Stéphane d'Ascoli, Levent Sagun, Giulio Biroli, Joan Bruna