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Charles Guille-Escuret
Charles Guille-Escuret
PhD Student, Mila, UdeM
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Gradient descent is optimal under lower restricted secant inequality and upper error bound
C Guille-Escuret, A Ibrahim, B Goujaud, I Mitliagkas
Advances in Neural Information Processing Systems 35, 24893-24904, 2022
122022
A study of condition numbers for first-order optimization
C Guille-Escuret, M Girotti, B Goujaud, I Mitliagkas
International Conference on Artificial Intelligence and Statistics, 1261-1269, 2021
122021
Towards out-of-distribution adversarial robustness
A Ibrahim, C Guille-Escuret, I Mitliagkas, I Rish, D Krueger, P Bashivan
arXiv preprint arXiv:2210.03150, 2022
32022
InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification
L Boussioux, T Giro-Larraz, C Guille-Escuret, M Cherti, B Kégl
ICML 2019 Workshop on AI for Social Good, 2019
12019
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning
C Guille-Escuret, P Rodriguez, D Vazquez, I Mitliagkas, J Monteiro
Advances in Neural Information Processing Systems 36, 2024
2024
Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors
C Guille-Escuret, E Ndiaye
arXiv preprint arXiv:2401.15254, 2024
2024
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
C Guille-Escuret, PA Noël, I Mitliagkas, D Vazquez, J Monteiro
arXiv preprint arXiv:2308.11480, 2023
2023
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
C Guille-Escuret, H Naganuma, K Fatras, I Mitliagkas
arXiv preprint arXiv:2306.11922, 2023
2023
Prediction of Lightning Currents on Fastening Assemblies of an Aircraft Fuel Tank With Machine Learning Methods
P Monferran, C Guille-Escuret, C Guiffaut, A Reineix
IEEE Transactions on Electromagnetic Compatibility, 2023
2023
CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning
C Guille-Escuret, P Rodriguez, D Vazquez, I Mitliagkas, J Monteiro
CoRR, 2022
2022
Contrastive Self-supervision Defines General-Purpose Similarity Functions
C Guille-Escuret, P Rodríguez, D Vázquez, I Mitliagkas, J Monteiro
NeurIPS 2022 Self Supervised Learning Workshop, 2022
2022
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