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Flatness is a False Friend

Flatness is a False Friend

16 June 2020
Diego Granziol
    ODL
ArXiv (abs)PDFHTML

Papers citing "Flatness is a False Friend"

8 / 8 papers shown
Title
Theoretical characterisation of the Gauss-Newton conditioning in Neural Networks
Theoretical characterisation of the Gauss-Newton conditioning in Neural Networks
Jim Zhao
Sidak Pal Singh
Aurelien Lucchi
AI4CE
146
0
0
04 Nov 2024
The Persistence of Neural Collapse Despite Low-Rank Bias: An Analytic
  Perspective Through Unconstrained Features
The Persistence of Neural Collapse Despite Low-Rank Bias: An Analytic Perspective Through Unconstrained Features
Connall Garrod
Jonathan P. Keating
65
4
0
30 Oct 2024
A Modern Look at the Relationship between Sharpness and Generalization
A Modern Look at the Relationship between Sharpness and Generalization
Maksym Andriushchenko
Francesco Croce
Maximilian Müller
Matthias Hein
Nicolas Flammarion
3DH
133
63
0
14 Feb 2023
Adaptive Gradient Methods at the Edge of Stability
Adaptive Gradient Methods at the Edge of Stability
Jeremy M. Cohen
Behrooz Ghorbani
Shankar Krishnan
Naman Agarwal
Sourabh Medapati
...
Daniel Suo
David E. Cardoze
Zachary Nado
George E. Dahl
Justin Gilmer
ODL
103
54
0
29 Jul 2022
On the Maximum Hessian Eigenvalue and Generalization
On the Maximum Hessian Eigenvalue and Generalization
Simran Kaur
Jérémy E. Cohen
Zachary Chase Lipton
101
43
0
21 Jun 2022
Taxonomizing local versus global structure in neural network loss
  landscapes
Taxonomizing local versus global structure in neural network loss landscapes
Yaoqing Yang
Liam Hodgkinson
Ryan Theisen
Joe Zou
Joseph E. Gonzalez
Kannan Ramchandran
Michael W. Mahoney
111
37
0
23 Jul 2021
A spin-glass model for the loss surfaces of generative adversarial
  networks
A spin-glass model for the loss surfaces of generative adversarial networks
Nicholas P. Baskerville
J. Keating
F. Mezzadri
J. Najnudel
GAN
88
12
0
07 Jan 2021
Iterative Averaging in the Quest for Best Test Error
Iterative Averaging in the Quest for Best Test Error
Diego Granziol
Xingchen Wan
Samuel Albanie
Stephen J. Roberts
66
3
0
02 Mar 2020
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