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Francis Bach

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DI-ENS

Physics-informed machine learning as a kernel method

Feb 12, 2024
Nathan Doumèche, Francis Bach, Claire Boyer, Gérard Biau

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Classifier Calibration with ROC-Regularized Isotonic Regression

Nov 21, 2023
Eugene Berta, Francis Bach, Michael Jordan

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On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions

Nov 07, 2023
Simon Martin, Francis Bach, Giulio Biroli

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Regularization properties of adversarially-trained linear regression

Oct 16, 2023
Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön

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Variational Gaussian approximation of the Kushner optimal filter

Oct 03, 2023
Marc Lambert, Silvère Bonnabel, Francis Bach

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Nonparametric Linear Feature Learning in Regression Through Regularisation

Jul 25, 2023
Bertille Follain, Umut Simsekli, Francis Bach

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Chain of Log-Concave Markov Chains

May 31, 2023
Saeed Saremi, Ji Won Park, Francis Bach

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On the impact of activation and normalization in obtaining isometric embeddings at initialization

May 28, 2023
Amir Joudaki, Hadi Daneshmand, Francis Bach

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Universal Smoothed Score Functions for Generative Modeling

Mar 21, 2023
Saeed Saremi, Rupesh Kumar Srivastava, Francis Bach

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