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A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks

Authors: Umut Simsekli, Levent Sagun, Mert Gurbuzbalaban

Year: 2019

Venue: Proceedings of the 36th International Conference on Machine Learning (ICML), PMLR v97

Type: inproceedings

URL: https://arxiv.org/abs/1901.06053

arXiv: 1901.06053

Cite as: [@simsekli2019tail]

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BibTeX

@inproceedings{simsekli2019tail,
  title = {A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks},
  author = {Umut Simsekli and Levent Sagun and Mert Gurbuzbalaban},
  year = {2019},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning (ICML), PMLR v97},
  url = {https://arxiv.org/abs/1901.06053}
}

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