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09/04/2023
Les Houches Lectures on Deep Learning at Large Infinite Width
These lectures, presented at the 2022 Les Houches Summer School on Stati...
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05/30/2023
Asymptotic Characterisation of Robust Empirical Risk Minimisation Performance in the Presence of Outliers
We study robust linear regression in high-dimension, when both the dimen...
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03/09/2023
Statistical mechanics of the maximum-average submatrix problem
We study the maximum-average submatrix problem, in which given an N × N ...
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03/15/2022
Optimal denoising of rotationally invariant rectangular matrices
In this manuscript we consider denoising of large rectangular matrices: ...
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10/27/2020
The p-Airy distribution
In this manuscript we consider the set of Dyck paths equipped with the u...
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06/18/2019