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2312.05705
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Structured Inverse-Free Natural Gradient: Memory-Efficient & Numerically-Stable KFAC
9 December 2023
Wu Lin
Felix Dangel
Runa Eschenhagen
Kirill Neklyudov
Agustinus Kristiadi
Richard E. Turner
Alireza Makhzani
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Papers citing
"Structured Inverse-Free Natural Gradient: Memory-Efficient & Numerically-Stable KFAC"
5 / 5 papers shown
Title
Position: Curvature Matrices Should Be Democratized via Linear Operators
Felix Dangel
Runa Eschenhagen
Weronika Ormaniec
Andres Fernandez
Lukas Tatzel
Agustinus Kristiadi
48
3
0
31 Jan 2025
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
Felix Dangel
Johannes Müller
Marius Zeinhofer
ODL
21
6
0
24 May 2024
Thermodynamic Natural Gradient Descent
Kaelan Donatella
Samuel Duffield
Maxwell Aifer
Denis Melanson
Gavin Crooks
Patrick J. Coles
26
3
0
22 May 2024
Patches Are All You Need?
Asher Trockman
J. Zico Kolter
ViT
214
400
0
24 Jan 2022
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
Mohammad Emtiyaz Khan
Didrik Nielsen
Voot Tangkaratt
Wu Lin
Y. Gal
Akash Srivastava
ODL
74
266
0
13 Jun 2018
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