On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models

Alexander Ilin; H. Valpola

On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models

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

10 Citations (Scopus)

Original language	English
Title of host publication	4rd International Conference on Independent Component Analysis and Blind Signal Separation, ICA 2003, Nara, Japan, April 2003
Pages	915-920
Publication status	Published - 2003
MoE publication type	A4 Article in a conference publication

Keywords

ensemble learning
independent component analysis
posterior approximation
second-order statictics
variational learning

Cite this

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title = "On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models",

keywords = "ensemble learning, independent component analysis, posterior approximation, second-order statictics, variational learning, ensemble learning, independent component analysis, posterior approximation, second-order statictics, variational learning, ensemble learning, independent component analysis, posterior approximation, second-order statictics, variational learning",

author = "Alexander Ilin and H. Valpola",

year = "2003",

language = "English",

pages = "915--920",

booktitle = "4rd International Conference on Independent Component Analysis and Blind Signal Separation, ICA 2003, Nara, Japan, April 2003",

}

On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models. / Ilin, Alexander; Valpola, H.

4rd International Conference on Independent Component Analysis and Blind Signal Separation, ICA 2003, Nara, Japan, April 2003. 2003. p. 915-920.

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

TY - GEN

T1 - On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models

AU - Ilin, Alexander

AU - Valpola, H.

PY - 2003

Y1 - 2003

KW - ensemble learning

KW - independent component analysis

KW - posterior approximation

KW - second-order statictics

KW - variational learning

KW - ensemble learning

KW - independent component analysis

KW - posterior approximation

KW - second-order statictics

KW - variational learning

KW - ensemble learning

KW - independent component analysis

KW - posterior approximation

KW - second-order statictics

KW - variational learning

M3 - Conference contribution

SP - 915

EP - 920

BT - 4rd International Conference on Independent Component Analysis and Blind Signal Separation, ICA 2003, Nara, Japan, April 2003

ER -