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Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes

Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes

27 May 2024
Zhenfeng Tu
Santiago Aranguri
Arthur Jacot
ArXivPDFHTML

Papers citing "Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes"

5 / 5 papers shown
Title
The Optimization Landscape of SGD Across the Feature Learning Strength
The Optimization Landscape of SGD Across the Feature Learning Strength
Alexander B. Atanasov
Alexandru Meterez
James B. Simon
Cengiz Pehlevan
43
2
0
06 Oct 2024
How Feature Learning Can Improve Neural Scaling Laws
How Feature Learning Can Improve Neural Scaling Laws
Blake Bordelon
Alexander B. Atanasov
Cengiz Pehlevan
57
12
0
26 Sep 2024
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Dominé
Nicolas Anguita
A. Proca
Lukas Braun
D. Kunin
P. Mediano
Andrew M. Saxe
38
3
0
22 Sep 2024
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear
  Functions
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot
36
25
0
29 Sep 2022
The large learning rate phase of deep learning: the catapult mechanism
The large learning rate phase of deep learning: the catapult mechanism
Aitor Lewkowycz
Yasaman Bahri
Ethan Dyer
Jascha Narain Sohl-Dickstein
Guy Gur-Ari
ODL
159
234
0
04 Mar 2020
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