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On the Spectral Bias of Neural Networks

, , , , , , , и . (2018)cite arxiv:1806.08734Comment: 23 pages.

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Aristide Fenster

Aristide Roberti

Aristide Chiotellis

Aristide Chatzipanagiotou

Hans Aristide Romberg

 

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How connectivity structure shapes rich and lazy learning in neural circuits., , , , , и . CoRR, (2023)MINE: Mutual Information Neural Estimation., , , , и . CoRR, (2018)A Modern Take on the Bias-Variance Tradeoff in Neural Networks., , , , , , и . CoRR, (2018)MINE: Mutual Information Neural Estimation, , , , , , и . (2018)cite arxiv:1801.04062Comment: 19 pages, 6 figures.A Mathematical Theory of Attention., , и . CoRR, (2020)Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty., , и . CoRR, (2022)On the Spectral Bias of Neural Networks., , , , , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5301-5310. PMLR, (2019)On the Spectral Bias of Neural Networks, , , , , , , и . (2018)cite arxiv:1806.08734Comment: 23 pages.Mutual Information Neural Estimation., , , , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 530-539. PMLR, (2018)Implicit Regularization in Deep Learning: A View from Function Space., , , , , , и . CoRR, (2020)