The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks

Xin Yu 0003, Thiago Serra, Srikumar Ramalingam, Shandian Zhe. The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. 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 25668-25683, PMLR, 2022. [doi]

Abstract

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