Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers

Yiwei Lu, Yaoliang Yu, Xinlin Li, Vahid Partovi Nia. Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Abstract

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