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Francis Bach

DI-ENS

Physics-informed machine learning as a kernel method

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Feb 12, 2024
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Classifier Calibration with ROC-Regularized Isotonic Regression

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Nov 21, 2023
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On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions

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Nov 07, 2023
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Regularization properties of adversarially-trained linear regression

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Oct 16, 2023
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Variational Gaussian approximation of the Kushner optimal filter

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Oct 03, 2023
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Nonparametric Linear Feature Learning in Regression Through Regularisation

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Jul 25, 2023
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Chain of Log-Concave Markov Chains

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May 31, 2023
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On the impact of activation and normalization in obtaining isometric embeddings at initialization

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May 28, 2023
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Universal Smoothed Score Functions for Generative Modeling

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Mar 21, 2023
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Variational Principles for Mirror Descent and Mirror Langevin Dynamics

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Mar 16, 2023
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