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2205.08187
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Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
17 May 2022
Hoileong Lee
Fadhel Ayed
Paul Jung
Juho Lee
Hongseok Yang
François Caron
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Papers citing
"Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility"
3 / 3 papers shown
Title
Deep Kernel Posterior Learning under Infinite Variance Prior Weights
Jorge Loría
A. Bhadra
BDL
UQCV
47
0
0
02 Oct 2024
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning
François Caron
Fadhel Ayed
Paul Jung
Hoileong Lee
Juho Lee
Hongseok Yang
39
2
0
02 Feb 2023
Why bigger is not always better: on finite and infinite neural networks
Laurence Aitchison
164
51
0
17 Oct 2019
1