Relative gradient optimization of the Jacobian term in unsupervised deep 
learning

Gresele, Luigi; Fissore, Giancarlo; Javaloy, Adrian; Schölkopf, Bernhard; Hyvärinen, Aapo

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会議論文

Relative gradient optimization of the Jacobian term in unsupervised deep learning

MPS-Authors

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Gresele, Luigi
External Organizations;
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Javaloy, Adrian
Max Planck Research Group Probabilistic Numerics, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Schölkopf, Bernhard
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

External Resource

https://doi.org/10.48550/arXiv.2006.15090
(プレプリント)

https://proceedings.neurips.cc/paper/2020/hash/c10f48884c9c7fdbd9a7959c59eebea8-Abstract.html
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引用

Gresele, L., Fissore, G., Javaloy, A., Schölkopf, B., & Hyvärinen, A. (2021). Relative gradient optimization of the Jacobian term in unsupervised deep learning. In H., Larochelle, M., Ranzato, R., Hadsell, M. F., Balcan, & H., Lin (Eds.), Advances in Neural Information Processing Systems 33 (pp. 16567-16578). Red Hook, NY: Curran Associates, Inc. Retrieved from https://proceedings.neurips.cc/paper/2020/hash/c10f48884c9c7fdbd9a7959c59eebea8-Abstract.html.

引用: https://hdl.handle.net/21.11116/0000-000A-EF26-F

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