Overview Frequency Principle/Spectral Bias in Deep Learning

Author:

Xu Zhi-Qin JohnORCID,Zhang Yaoyu,Luo Tao

Funder

National Key R &D Program of China

Publisher

Springer Science and Business Media LLC

Reference130 articles.

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3. Arpit, D., Jastrzębski, S., Ballas, N., Krueger, D., Bengio, E., Kanwal, M.S., Maharaj, T., Fischer, A., Courville, A., Bengio, Y., Lacoste-Julien, S.: A closer look at memorization in deep networks. In: International Conference on Machine Learning, pp. 233–242 (2017)

4. Aubin, B., Maillard, A., Barbier, J., Krzakala, F., Macris, N., Zdeborová, L.: The committee machine: computational to statistical gaps in learning a two-layers neural network. Adv. Neural Inf. Process. Syst. 31, 3223–3234 (2018)

5. Baratin, A., George, T., Laurent, C., Hjelm, R.D., Lajoie, G., Vincent, P., Lacoste-Julien, S.: Implicit regularization via neural feature alignment. arXiv:2008.00938 (2020)

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