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Precise Asymptotic Analysis of Deep Random Feature Models

Precise Asymptotic Analysis of Deep Random Feature Models

13 February 2023
David Bosch
Ashkan Panahi
B. Hassibi
ArXivPDFHTML

Papers citing "Precise Asymptotic Analysis of Deep Random Feature Models"

2 / 2 papers shown
Title
Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime
Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime
Francesco Camilli
D. Tieplova
Eleonora Bergamin
Jean Barbier
57
0
0
06 May 2025
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
Behrad Moniri
Donghwan Lee
Hamed Hassani
Edgar Dobriban
MLT
24
19
0
11 Oct 2023
1