Sparse Double Descent: Where Network Pruning Aggravates Overfitting

Zheng He, Zeke Xie, Quanzhi Zhu, Zengchang Qin. Sparse Double Descent: Where Network Pruning Aggravates Overfitting. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 8635-8659, PMLR, 2022. [doi]

Authors

Zheng He

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Zeke Xie

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Quanzhi Zhu

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Zengchang Qin

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