Charles Guille-Escuret

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

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Publications

Charles Guille-Escuret, Eugène Ndiaye
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors. CoRR (2024)
Charles Guille-Escuret, Eugène Ndiaye
From Conformal Predictions to Confidence Regions. CoRR (2024)
Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection. CoRR (2023)
Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning. NeurIPS (2023)
Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths. CoRR (2023)
Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud, Ioannis Mitliagkas
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound. NeurIPS (2022)
Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, Joao Monteiro
CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning. CoRR (2022)
Adam Ibrahim, Charles Guille-Escuret, Ioannis Mitliagkas, Irina Rish, David Krueger, Pouya Bashivan
Towards Out-of-Distribution Adversarial Robustness. CoRR (2022)
Charles Guille-Escuret, Manuela Girotti, Baptiste Goujaud, Ioannis Mitliagkas
A Study of Condition Numbers for First-Order Optimization. AISTATS (2021)
Charles Guille-Escuret, Baptiste Goujaud, Manuela Girotti, Ioannis Mitliagkas
A Study of Condition Numbers for First-Order Optimization. CoRR (2020)
Léonard Boussioux, Tomás Giro-Larraz, Charles Guille-Escuret, Mehdi Cherti, Balázs Kégl
InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification. CoRR (2019)