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[TMLR] Max-Affine Spline Insights Into Deep Network Pruning

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Max-Affine Spline Insights Into Deep Network Pruning

License: MIT

Haoran You*, Randall Balestriero*, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard Baraniuk

Accepted by TMLR. More Info: [ Paper | Slide | Youtube | Github ]


More code and script are coming soon!


If you find this paper is useful for you research, consider cite it with the following bib:

@article{
you2022maxaffine,
title={Max-Affine Spline Insights Into Deep Network Pruning},
author={Haoran You and Randall Balestriero and Zhihan Lu and Yutong Kou and Huihong Shi and Shunyao Zhang and Shang Wu and Yingyan Lin and Richard Baraniuk},
journal={Transactions on Machine Learning Research},
year={2022},
url={https://openreview.net/forum?id=bMar2OkxVu},
note={}
}

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