Natural Conjugate Gradient in Variational Inference

Antti Honkela; Matti Tornio; Tapani Raiko; Juha Karhunen

Natural Conjugate Gradient in Variational Inference

Antti Honkela, Matti Tornio, Tapani Raiko, Juha Karhunen

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

27 Citations (Scopus)

Original language	English
Title of host publication	The 14th International Conference on Neural Information Processing (ICONIP 2007)
Place of Publication	Kitakyushu
Publisher	SPRINGER
Pages	305-314
Publication status	Published - 2008
MoE publication type	A4 Article in a conference publication

Keywords

inference algorithms
information geometry
natural conjugate gradient
nonlinear state-space models
variational Bayes

OpenUrl availability

Full text

Cite this

@inproceedings{d399cfeb70b14c5fa18f64811ff5e3bc,

title = "Natural Conjugate Gradient in Variational Inference",

keywords = "inference algorithms, information geometry, natural conjugate gradient, nonlinear state-space models, variational Bayes, inference algorithms, information geometry, natural conjugate gradient, nonlinear state-space models, variational Bayes, inference algorithms, information geometry, natural conjugate gradient, nonlinear state-space models, variational Bayes",

author = "Antti Honkela and Matti Tornio and Tapani Raiko and Juha Karhunen",

year = "2008",

language = "English",

pages = "305--314",

booktitle = "The 14th International Conference on Neural Information Processing (ICONIP 2007)",

publisher = "SPRINGER",

address = "Germany",

}

TY - GEN

T1 - Natural Conjugate Gradient in Variational Inference

AU - Honkela, Antti

AU - Tornio, Matti

AU - Raiko, Tapani

AU - Karhunen, Juha

PY - 2008

Y1 - 2008

KW - inference algorithms

KW - information geometry

KW - natural conjugate gradient

KW - nonlinear state-space models

KW - variational Bayes

KW - inference algorithms

KW - information geometry

KW - natural conjugate gradient

KW - nonlinear state-space models

KW - variational Bayes

KW - inference algorithms

KW - information geometry

KW - natural conjugate gradient

KW - nonlinear state-space models

KW - variational Bayes

M3 - Conference contribution

SP - 305

EP - 314

BT - The 14th International Conference on Neural Information Processing (ICONIP 2007)

PB - SPRINGER

CY - Kitakyushu

ER -