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Comparing Dynamics: Deep Neural Networks versus Glassy Systems.

, , , , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 324-333. PMLR, (2018)

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Empirical Analysis of the Hessian of Over-Parametrized Neural Networks, , , , and . (2017)cite arxiv:1706.04454Comment: Minor update for ICLR 2018 Workshop Track presentation.Empirical Analysis of the Hessian of Over-Parametrized Neural Networks., , , , and . CoRR, (2017)Simplicity Bias Leads to Amplified Performance Disparities., and . CoRR, (2022)Confusing Large Models by Confusing Small Models., , , , , and . ICCV (Workshops), page 4306-4314. IEEE, (2023)Triple descent and the two kinds of overfitting: where & why do they appear?, , and . NeurIPS, (2020)On the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks., , , , and . CoRR, (2019)Empirical Analysis of the Hessian of Over-Parametrized Neural Networks., , , , and . ICLR (Workshop), OpenReview.net, (2018)On the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks, , , , and . (2019)cite arxiv:1912.00018Comment: 32 pages. arXiv admin note: substantial text overlap with arXiv:1901.06053.Early predictability of asylum court decisions., , , and . ICAIL, page 233-236. ACM, (2017)Singularity of the Hessian in Deep Learning., , and . CoRR, (2016)