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

Avdelningen för datavetenskap

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på gästpublikation	Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR
Redaktörer	Ryan P. Adams, Vibhav Gogate
Utgivningsdatum	2020
Sidor	659-668
Status	Publicerad - 2020
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	Uncertainty in artificial intelligence - online Varaktighet: 3 aug 2020 → 6 aug 2020 Konferensnummer: 36

Publikationsserier

Namn	Proceedings of Machine Learning Research (PMLR)
Volym	124
ISSN (elektroniskt)	1938-7228

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

Citera det här

Sasaki, H., Takenouchi, T., Monti, R. P., & Hyvärinen, A. (2020). Robust contrastive learning and nonlinear ICA in the presence of outliers. I R. P. Adams, & V. Gogate (Red.), Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR (s. 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. i RP Adams & V Gogate (red), Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR. Proceedings of Machine Learning Research (PMLR), vol. 124, s. 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. red. / Ryan P. Adams; Vibhav Gogate. 2020. s. 659-668 (Proceedings of Machine Learning Research (PMLR); Vol. 124).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

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

AU - Sasaki, Hiroaki

AU - Takenouchi, Takashi

AU - Monti, Ricardo Pio

AU - Hyvärinen, Aapo

N1 - Conference code: 36

PY - 2020

Y1 - 2020

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Proceedings of Machine Learning Research (PMLR)

SP - 659

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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