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Andrea Montanari

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Scaling laws for learning with real and surrogate data

Feb 06, 2024
Ayush Jain, Andrea Montanari, Eren Sasoglu

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Universality of max-margin classifiers

Sep 29, 2023
Andrea Montanari, Feng Ruan, Basil Saeed, Youngtak Sohn

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Towards a statistical theory of data selection under weak supervision

Sep 25, 2023
Germain Kolossov, Andrea Montanari, Pulkit Tandon

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Six Lectures on Linearized Neural Networks

Aug 25, 2023
Theodor Misiakiewicz, Andrea Montanari

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Sampling, Diffusions, and Stochastic Localization

May 18, 2023
Andrea Montanari

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Learning time-scales in two-layers neural networks

Mar 16, 2023
Raphaël Berthier, Andrea Montanari, Kangjie Zhou

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Dimension free ridge regression

Oct 16, 2022
Chen Cheng, Andrea Montanari

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Overparametrized linear dimensionality reductions: From projection pursuit to two-layer neural networks

Jun 14, 2022
Andrea Montanari, Kangjie Zhou

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Adversarial Examples in Random Neural Networks with General Activations

Mar 31, 2022
Andrea Montanari, Yuchen Wu

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