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Unified Neural Network Scaling Laws and Scale-time Equivalence

Unified Neural Network Scaling Laws and Scale-time Equivalence

9 September 2024
Akhilan Boopathy
Ila Fiete
ArXivPDFHTML

Papers citing "Unified Neural Network Scaling Laws and Scale-time Equivalence"

4 / 4 papers shown
Title
A Dynamical Model of Neural Scaling Laws
A Dynamical Model of Neural Scaling Laws
Blake Bordelon
Alexander B. Atanasov
C. Pehlevan
46
36
0
02 Feb 2024
Revisiting Neural Scaling Laws in Language and Vision
Revisiting Neural Scaling Laws in Language and Vision
Ibrahim M. Alabdulmohsin
Behnam Neyshabur
Xiaohua Zhai
151
102
0
13 Sep 2022
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
88
152
0
02 Mar 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
4,460
0
23 Jan 2020
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