Robust contrastive learning and nonlinear ICA in the presence of outliers

Hiroaki Sasaki; Takashi Takenouchi; Ricardo Pio Monti; Aapo Hyvärinen

Robust contrastive learning and nonlinear ICA in the presence of outliers

Hiroaki Sasaki, Takashi Takenouchi, Ricardo Pio Monti, Aapo Hyvärinen

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR
Editors	Ryan P. Adams, Vibhav Gogate
Publication date	2020
Pages	659-668
Publication status	Published - 2020
MoE publication type	A4 Article in conference proceedings
Event	Uncertainty in artificial intelligence - online Duration: 3 Aug 2020 → 6 Aug 2020 Conference number: 36

Publication series

Name	Proceedings of Machine Learning Research (PMLR)
Volume	124
ISSN (Electronic)	1938-7228

Fields of Science

113 Computer and information sciences

Access to Document

Cite this

Sasaki, H., Takenouchi, T., Monti, R. P., & Hyvärinen, A. (2020). Robust contrastive learning and nonlinear ICA in the presence of outliers. In R. P. Adams, & V. Gogate (Eds.), Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR (pp. 659-668). (Proceedings of Machine Learning Research (PMLR); Vol. 124). http://proceedings.mlr.press/v124/sasaki20b/sasaki20b.pdf

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title = "Robust contrastive learning and nonlinear ICA in the presence of outliers",

keywords = "113 Computer and information sciences",

author = "Hiroaki Sasaki and Takashi Takenouchi and Monti, {Ricardo Pio} and Aapo Hyv{\"a}rinen",

year = "2020",

language = "English",

series = "Proceedings of Machine Learning Research (PMLR)",

pages = "659--668",

editor = "Adams, {Ryan P. } and Gogate, {Vibhav }",

booktitle = "Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR",

note = "Uncertainty in artificial intelligence, UAI ; Conference date: 03-08-2020 Through 06-08-2020",

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Sasaki, H, Takenouchi, T, Monti, RP & Hyvärinen, A 2020, Robust contrastive learning and nonlinear ICA in the presence of outliers. in RP Adams & V Gogate (eds), Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR. Proceedings of Machine Learning Research (PMLR), vol. 124, pp. 659-668, Uncertainty in artificial intelligence, 03/08/2020. <http://proceedings.mlr.press/v124/sasaki20b/sasaki20b.pdf>

Robust contrastive learning and nonlinear ICA in the presence of outliers. / Sasaki, Hiroaki; Takenouchi, Takashi; Monti, Ricardo Pio; Hyvärinen, Aapo.

Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR. ed. / Ryan P. Adams; Vibhav Gogate. 2020. p. 659-668 (Proceedings of Machine Learning Research (PMLR); Vol. 124).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Robust contrastive learning and nonlinear ICA in the presence of outliers

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AU - Takenouchi, Takashi

AU - Monti, Ricardo Pio

AU - Hyvärinen, Aapo

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PY - 2020

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EP - 668

BT - Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR

A2 - Adams, Ryan P.

A2 - Gogate, Vibhav

T2 - Uncertainty in artificial intelligence

Y2 - 3 August 2020 through 6 August 2020

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