Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity

Chulhee Yun, Suvrit Sra, Ali Jadbabaie. Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity. 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 15532-15543, 2019. [doi]

Abstract

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