Guille-Escuret, Charles

8 publications

NeurIPS 2025 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alan Milligan, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

NeurIPS 2024 Expecting the Unexpected: Towards Broad Out-of-Distribution Detection Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vazquez, Joao Monteiro

ICML 2024 No Wrong Turns: The Simple Geometry of Neural Networks Optimization Paths Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas

NeurIPSW 2024 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

NeurIPS 2023 CADet: Fully Self-Supervised Out-of-Distribution Detection with Contrastive Learning Charles Guille-Escuret, Pau Rodriguez, David Vazquez, Ioannis Mitliagkas, Joao Monteiro

ICMLW 2023 Towards Out-of-Distribution Adversarial Robustness Adam Ibrahim, Charles Guille-Escuret, Ioannis Mitliagkas, Irina Rish, David Krueger, Pouya Bashivan

NeurIPS 2022 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality and Upper Error Bound Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud, Ioannis Mitliagkas

AISTATS 2021 A Study of Condition Numbers for First-Order Optimization Charles Guille-Escuret, Manuela Girotti, Baptiste Goujaud, Ioannis Mitliagkas