Group Factor Analysis

Arto Klami; Seppo Virtanen; Eemeli Leppäaho; Samuel Kaski

doi:10.1109/TNNLS.2014.2376974

Group Factor Analysis

Arto Klami, Seppo Virtanen, Eemeli Leppäaho, Samuel Kaski

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

Original language	English
Journal	IEEE Transactions on Neural Networks and Learning Systems
Volume	26
Issue number	9
Pages (from-to)	2136-2147
Number of pages	12
ISSN	2162-237X
DOIs	https://doi.org/10.1109/TNNLS.2014.2376974
Publication status	Published - Sept 2015
MoE publication type	A1 Journal article-refereed

Fields of Science

Factor analysis (FA)
multiview learning
probabilistic algorithms
structured sparsity
MAXIMUM-LIKELIHOOD
FRAMEWORK
VARIABLES
JOINT
113 Computer and information sciences

Access to Document

10.1109/TNNLS.2014.2376974

Cite this

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title = "Group Factor Analysis",

keywords = "Factor analysis (FA), multiview learning, probabilistic algorithms, structured sparsity, MAXIMUM-LIKELIHOOD, FRAMEWORK, VARIABLES, JOINT, 113 Computer and information sciences",

author = "Arto Klami and Seppo Virtanen and Eemeli Lepp{\"a}aho and Samuel Kaski",

year = "2015",

month = sep,

doi = "10.1109/TNNLS.2014.2376974",

language = "English",

volume = "26",

pages = "2136--2147",

journal = "IEEE Transactions on Neural Networks and Learning Systems",

issn = "2162-237X",

publisher = "Institute of Electrical and Electronics Engineeers",

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T1 - Group Factor Analysis

AU - Klami, Arto

AU - Virtanen, Seppo

AU - Leppäaho, Eemeli

AU - Kaski, Samuel

PY - 2015/9

Y1 - 2015/9

KW - Factor analysis (FA)

KW - multiview learning

KW - probabilistic algorithms

KW - structured sparsity

KW - MAXIMUM-LIKELIHOOD

KW - FRAMEWORK

KW - VARIABLES

KW - JOINT

KW - 113 Computer and information sciences

U2 - 10.1109/TNNLS.2014.2376974

DO - 10.1109/TNNLS.2014.2376974

M3 - Article

SN - 2162-237X

VL - 26

SP - 2136

EP - 2147

JO - IEEE Transactions on Neural Networks and Learning Systems

JF - IEEE Transactions on Neural Networks and Learning Systems

IS - 9

ER -