Charles Guille-Escuret

According to our database, Charles Guille-Escuret authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors.

Charles Guille-Escuret, Eugène Ndiaye

CoRR, 2024

2023

Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection.

Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro

CoRR, 2023

No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths.

Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas

CoRR, 2023

CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning.

Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Towards Out-of-Distribution Adversarial Robustness.

Adam Ibrahim, Charles Guille-Escuret, Ioannis Mitliagkas, Irina Rish, David Krueger, Pouya Bashivan

CoRR, 2022

CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning.

Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro

CoRR, 2022

Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound.

Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud, Ioannis Mitliagkas

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

A Study of Condition Numbers for First-Order Optimization.

Charles Guille-Escuret, Manuela Girotti, Baptiste Goujaud, Ioannis Mitliagkas

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification.

Léonard Boussioux, Tomás Giro-Larraz, Charles Guille-Escuret, Mehdi Cherti, Balázs Kégl

CoRR, 2019