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Charles Guille-Escuret

Understanding Adam Requires Better Rotation Dependent Assumptions

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Oct 25, 2024
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From Conformal Predictions to Confidence Regions

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May 28, 2024
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Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors

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Jan 27, 2024
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Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection

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Aug 22, 2023
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No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths

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Jun 20, 2023
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Towards Out-of-Distribution Adversarial Robustness

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Oct 10, 2022
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CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning

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Oct 04, 2022
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A Study of Condition Numbers for First-Order Optimization

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Dec 25, 2020
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