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Learning curves for deep structured Gaussian feature models

Learning curves for deep structured Gaussian feature models

1 March 2023
Jacob A. Zavatone-Veth
C. Pehlevan
    MLT
ArXivPDFHTML

Papers citing "Learning curves for deep structured Gaussian feature models"

5 / 5 papers shown
Title
How Feature Learning Can Improve Neural Scaling Laws
How Feature Learning Can Improve Neural Scaling Laws
Blake Bordelon
Alexander B. Atanasov
C. Pehlevan
49
12
0
26 Sep 2024
The Eigenlearning Framework: A Conservation Law Perspective on Kernel
  Regression and Wide Neural Networks
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks
James B. Simon
Madeline Dickens
Dhruva Karkada
M. DeWeese
40
27
0
08 Oct 2021
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy
  Regime
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Stéphane dÁscoli
Maria Refinetti
Giulio Biroli
Florent Krzakala
83
152
0
02 Mar 2020
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural
  Networks
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks
Blake Bordelon
Abdulkadir Canatar
C. Pehlevan
131
200
0
07 Feb 2020
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
226
4,453
0
23 Jan 2020
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