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[ICML 2020] Obtaining Adjustable Regularization for Free via Iterate Averaging

arxiv.org/abs/2008.06736

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Name		Name	Last commit message	Last commit date
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2Dim		2Dim
CIFAR10		CIFAR10
CIFAR100		CIFAR100
MNIST		MNIST
.gitignore		.gitignore
README.md		README.md

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Obtain Adjustable Regularization for Free via Iterate Averaging

A PyTorch implementation for the experiments in the paper:

Obtaining Adjustable Regularization for Free via Iterate Averaging

Jingfeng Wu, Vladimir Braverman, Lin F. Yang

Usage

2-Dim Example

See folder 2Dim

MNIST

See folder MNIST

CIFAR-10

See folder CIFAR10

CIFAR-100

See folder CIFAR-100

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[ICML 2020] Obtaining Adjustable Regularization for Free via Iterate Averaging

arxiv.org/abs/2008.06736

sgd regularization

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