Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series

Hermanni Hälvä; Aapo Hyvärinen

Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series

Avdelningen för datavetenskap

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

Originalspråk	engelska
Titel på värdpublikation	Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI)
Redaktörer	Jonas Peters, David Sontag
Utgivningsdatum	2020
Sidor	939-948
Status	Publicerad - 2020
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	Conference on Uncertainty in Artificial Intelligence - Virtual, Unknown Varaktighet: 3 aug. 2020 → 6 aug. 2020 Konferensnummer: 36 http://auai.org/uai2020/

Publikationsserier

Namn	Proceedings of Machine Learning Research
Volym	124
ISSN (elektroniskt)	2640-3498

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

Citera det här

@inproceedings{a4176b675aa04f999f0d15378cfd559f,

title = "Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series",

keywords = "113 Computer and information sciences",

author = "Hermanni H{\"a}lv{\"a} and Aapo Hyv{\"a}rinen",

year = "2020",

language = "English",

series = "Proceedings of Machine Learning Research ",

pages = "939--948",

editor = "Peters, {Jonas } and Sontag, {David }",

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

note = "Conference on Uncertainty in Artificial Intelligence, UAI ; Conference date: 03-08-2020 Through 06-08-2020",

url = "http://auai.org/uai2020/",

}

Hälvä, H & Hyvärinen, A 2020, Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series. i J Peters & D Sontag (red), Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI). Proceedings of Machine Learning Research , vol. 124, s. 939-948, Conference on Uncertainty in Artificial Intelligence, Unknown, 03/08/2020. <https://arxiv.org/pdf/2006.12107>

Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series. / Hälvä, Hermanni ; Hyvärinen, Aapo.

Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI). red. / Jonas Peters; David Sontag. 2020. s. 939-948 (Proceedings of Machine Learning Research ; Vol. 124).

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

TY - GEN

T1 - Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series

AU - Hälvä, Hermanni

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

SP - 939

EP - 948

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

A2 - Peters, Jonas

A2 - Sontag, David

T2 - Conference on Uncertainty in Artificial Intelligence

Y2 - 3 August 2020 through 6 August 2020

ER -