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Asymptotics of Learning with Deep Structured (Random) Features

Asymptotics of Learning with Deep Structured (Random) Features

21 February 2024
Dominik Schröder
Daniil Dmitriev
Hugo Cui
Bruno Loureiro
ArXivPDFHTML

Papers citing "Asymptotics of Learning with Deep Structured (Random) Features"

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
51
0
0
06 May 2025
Asymptotics of feature learning in two-layer networks after one
  gradient-step
Asymptotics of feature learning in two-layer networks after one gradient-step
Hugo Cui
Luca Pesce
Yatin Dandi
Florent Krzakala
Yue M. Lu
Lenka Zdeborová
Bruno Loureiro
MLT
44
16
0
07 Feb 2024
1