SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge

Mahdi Nikdan, Tommaso Pegolotti, Eugenia Iofinova, Eldar Kurtic, Dan Alistarh. SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 26215-26227, PMLR, 2023. [doi]

Authors

Mahdi Nikdan

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Tommaso Pegolotti

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Eugenia Iofinova

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Eldar Kurtic

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Dan Alistarh

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