Robust contrastive learning and nonlinear ICA in the presence of outliers

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

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Proceedings of Machine Learning Research
Volume	124
Pages (from-to)	659-668
Number of pages	10
ISSN	2640-3498
Publication status	Published - 2020
MoE publication type	A1 Journal article-refereed
Event	Uncertainty in artificial intelligence - online Duration: 3 Aug 2020 → 6 Aug 2020 Conference number: 36

Fields of Science

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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",

volume = "124",

pages = "659--668",

journal = "Proceedings of Machine Learning Research",

issn = "2640-3498",

publisher = "PMLR",

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

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TY - JOUR

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 - Article

VL - 124

SP - 659

EP - 668

JO - Proceedings of Machine Learning Research

JF - Proceedings of Machine Learning Research

SN - 2640-3498

T2 - Uncertainty in artificial intelligence

Y2 - 3 August 2020 through 6 August 2020

ER -