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Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning

Year of publication

2023

Authors

Hyvärinen, Aapo; Khemakhem, Ilyes; Morioka, Hiroshi

Organizations and authors

University of Helsinki

Hyvärinen Aapo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Review article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A2 Review article, Literature review, Systematic review

Publication channel information

Journal

Patterns

Parent publication name

Patterns

Volume

4

Issue

10

Article number

100844

ISSN

2666-3899

​Publication forum

89815

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

License of the self-archived publication

CC BY

Other information

Fields of science

Computer and information sciences

Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1016/j.patter.2023.100844

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes