Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA

Ricardo P. Monti; Kun Zhang; Aapo Hyvärinen

Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA

Ricardo P. Monti, Kun Zhang, Aapo Hyvärinen

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

Original language	English
Title of host publication	Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019
Number of pages	10
Publisher	AUAI Press / Association for Uncertainty in Artificial Intelligence
Publication date	2019
Publication status	Published - 2019
MoE publication type	A4 Article in conference proceedings
Event	35th Conference on Uncertainty in Artificial Intelligence - Tel Aviv, Israel Duration: 22 Jul 2019 → 25 Jul 2019 http://auai.org/uai2019/

Publication series

Name	Conference on Uncertainty in Artificial Intelligence
ISSN (Print)	1525-3384

Fields of Science

113 Computer and information sciences

Access to Document

1904.09096Accepted author manuscript, 1.68 MBLicence: Unspecified

http://auai.org/uai2019/proceedings/papers/45.pdfLicence: Unspecified

Cite this

Monti, R. P., Zhang, K., & Hyvärinen, A. (2019). Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA. In Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019 (Conference on Uncertainty in Artificial Intelligence). AUAI Press / Association for Uncertainty in Artificial Intelligence. http://auai.org/uai2019/proceedings/papers/45.pdf

Monti, Ricardo P. ; Zhang, Kun ; Hyvärinen, Aapo. / Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA. Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. AUAI Press / Association for Uncertainty in Artificial Intelligence, 2019. (Conference on Uncertainty in Artificial Intelligence).

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title = "Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA",

keywords = "113 Computer and information sciences",

author = "Monti, {Ricardo P.} and Kun Zhang and Aapo Hyv{\"a}rinen",

year = "2019",

language = "English",

series = "Conference on Uncertainty in Artificial Intelligence",

publisher = "AUAI Press / Association for Uncertainty in Artificial Intelligence",

booktitle = "Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019",

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note = "35th Conference on Uncertainty in Artificial Intelligence, UAI 2019 ; Conference date: 22-07-2019 Through 25-07-2019",

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Monti, RP, Zhang, K & Hyvärinen, A 2019, Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA. in Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. Conference on Uncertainty in Artificial Intelligence, AUAI Press / Association for Uncertainty in Artificial Intelligence, 35th Conference on Uncertainty in Artificial Intelligence, Tel Aviv, Israel, 22/07/2019. <http://auai.org/uai2019/proceedings/papers/45.pdf>

Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA. / Monti, Ricardo P.; Zhang, Kun; Hyvärinen, Aapo.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. AUAI Press / Association for Uncertainty in Artificial Intelligence, 2019. (Conference on Uncertainty in Artificial Intelligence).

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

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T1 - Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA

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AU - Zhang, Kun

AU - Hyvärinen, Aapo

PY - 2019

Y1 - 2019

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Conference on Uncertainty in Artificial Intelligence

BT - Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019

PB - AUAI Press / Association for Uncertainty in Artificial Intelligence

T2 - 35th Conference on Uncertainty in Artificial Intelligence

Y2 - 22 July 2019 through 25 July 2019

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Monti RP, Zhang K, Hyvärinen A. Causal Discovery with General Non-Linear Relationships Using Non-Linear ICA. In Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. AUAI Press / Association for Uncertainty in Artificial Intelligence. 2019. (Conference on Uncertainty in Artificial Intelligence).