Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians

Vardan Papyan. Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians. 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 5012-5021, PMLR, 2019. [doi]

Abstract

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