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ORCIDCharles Guille-Escuret
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2020 – today
- 2024
[c4]Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas:
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths. ICML 2024- [i8]Charles Guille-Escuret, Eugène Ndiaye:
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors. CoRR abs/2401.15254 (2024) - [i7]Charles Guille-Escuret, Eugène Ndiaye:
From Conformal Predictions to Confidence Regions. CoRR abs/2405.18601 (2024) - 2023
- [c3]Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro:
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning. NeurIPS 2023 - [i6]Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas:
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths. CoRR abs/2306.11922 (2023) - [i5]Charles Guille-Escuret, Pierre-André Noël, Ioannis Mitliagkas, David Vázquez, João Monteiro:
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection. CoRR abs/2308.11480 (2023) - 2022
- [c2]Charles Guille-Escuret, Adam Ibrahim, Baptiste Goujaud, Ioannis Mitliagkas:
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound. NeurIPS 2022 - [i4]Charles Guille-Escuret, Pau Rodríguez, David Vázquez, Ioannis Mitliagkas, João Monteiro:
CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning. CoRR abs/2210.01742 (2022) - [i3]Adam Ibrahim, Charles Guille-Escuret, Ioannis Mitliagkas, Irina Rish, David Krueger, Pouya Bashivan:
Towards Out-of-Distribution Adversarial Robustness. CoRR abs/2210.03150 (2022) - 2021
- [c1]Charles Guille-Escuret, Manuela Girotti, Baptiste Goujaud, Ioannis Mitliagkas:
A Study of Condition Numbers for First-Order Optimization. AISTATS 2021: 1261-1269 - 2020
- [i2]Charles Guille-Escuret, Baptiste Goujaud, Manuela Girotti, Ioannis Mitliagkas:
A Study of Condition Numbers for First-Order Optimization. CoRR abs/2012.05782 (2020)
2010 – 2019
- 2019
- [i1]Léonard Boussioux, Tomás Giro-Larraz, Charles Guille-Escuret, Mehdi Cherti, Balázs Kégl:
InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification. CoRR abs/1906.11898 (2019)
Coauthor Index
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