Width Provably Matters in Optimization for Deep Linear Neural Networks

Simon S. Du, Wei Hu. Width Provably Matters in Optimization for Deep Linear Neural Networks. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1655-1664, PMLR, 2019. [doi]

Abstract

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