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Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
13 June 2023
Yijun Wan
Melih Barsbey
A. Zaidi
Umut Simsekli
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Papers citing
"Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD"
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Title
Privacy of SGD under Gaussian or Heavy-Tailed Noise: Guarantees without Gradient Clipping
Umut Simsekli
Mert Gurbuzbalaban
S. Yıldırım
Lingjiong Zhu
38
2
0
04 Mar 2024
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
Hoileong Lee
Fadhel Ayed
Paul Jung
Juho Lee
Hongseok Yang
François Caron
40
10
0
17 May 2022
What is the State of Neural Network Pruning?
Davis W. Blalock
Jose Javier Gonzalez Ortiz
Jonathan Frankle
John Guttag
185
1,027
0
06 Mar 2020
1