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  Relative gradient optimization of the Jacobian term in unsupervised deep learning

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.

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Item Permalink: https://hdl.handle.net/21.11116/0000-000A-EF26-F Version Permalink: https://hdl.handle.net/21.11116/0000-000C-DDCA-8
Genre: Conference Paper

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Locator:
https://doi.org/10.48550/arXiv.2006.15090 (Preprint)
Description:
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OA-Status:
Green
Locator:
https://proceedings.neurips.cc/paper/2020/hash/c10f48884c9c7fdbd9a7959c59eebea8-Abstract.html (Publisher version)
Description:
-
OA-Status:
Gold

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 Creators:
Gresele, Luigi1, 2, Author           
Fissore, Giancarlo1, Author
Javaloy, Adrian3, Author           
Schölkopf, Bernhard2, Author                 
Hyvärinen, Aapo1, Author
Affiliations:
1External Organizations, ou_persistent22              
2Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_1497647              
3Max Planck Research Group Probabilistic Numerics, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_2344694              

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Free keywords: Abt. Schölkopf; Forschungsgruppe Valera
 Abstract: -

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Language(s): eng - English
 Dates: 20202021-07
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: Greseleetal20
URI: https://proceedings.neurips.cc/paper/2020/hash/c10f48884c9c7fdbd9a7959c59eebea8-Abstract.html
arXiv: 2006.15090
 Degree: -

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Title: 34th Conference on Neural Information Processing Systems (NeurIPS 2020)
Place of Event: Online
Start-/End Date: 2020-12-06 - 2020-12-12

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Title: Advances in Neural Information Processing Systems 33
  Subtitle : 34th Conference on Neural Information Processing Systems (NeurIPS 2020)
Source Genre: Proceedings
 Creator(s):
Larochelle, H.1, Editor
Ranzato, M.1, Editor
Hadsell, R.1, Editor
Balcan, M. F.1, Editor
Lin, H.1, Editor
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: Red Hook, NY : Curran Associates, Inc.
Pages: - Volume / Issue: 20 Sequence Number: - Start / End Page: 16567 - 16578 Identifier: ISBN: 978-1-7138-2954-6
URI: https://proceedings.neurips.cc/paper/2020