A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off

Yaniv Blumenfeld, Dar Gilboa, Daniel Soudry. A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 7036-7046, 2019. [doi]

Authors

Yaniv Blumenfeld

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Dar Gilboa

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Daniel Soudry

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