Learning Non-parametric Markov Networks with Mutual Information

Janne  Leppä-Aho; Santeri Räisänen; Xiao  Yang; Teemu  Roos

Learning Non-parametric Markov Networks with Mutual Information

Janne Leppä-Aho, Santeri Räisänen, Xiao Yang, Teemu Roos

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

Original language	English
Title of host publication	Proceedings of the Ninth International Conference on Probabilistic Graphical Models
Editors	Václav Kratochvíl, Milan Studený
Number of pages	12
Volume	72
Publication date	2018
Pages	213-224
Publication status	Published - 2018
MoE publication type	A4 Article in conference proceedings
Event	The Ninth International Conference on Probabilistic Graphical Models - Prague, Czech Republic Duration: 11 Sept 2018 → 14 Sept 2018

Publication series

Name	Proceedings of Machine Learning Research
Publisher	PMLR
Volume	72
ISSN (Print)	2640-3498

Fields of Science

113 Computer and information sciences

Access to Document

1708.02497Accepted author manuscript, 732 KBLicence: Other

http://proceedings.mlr.press/v72/leppa-aho18a.htmlLicence: Unspecified

Cite this

Leppä-Aho, J., Räisänen, S., Yang, X., & Roos, T. (2018). Learning Non-parametric Markov Networks with Mutual Information. In V. Kratochvíl, & M. Studený (Eds.), Proceedings of the Ninth International Conference on Probabilistic Graphical Models (Vol. 72, pp. 213-224). (Proceedings of Machine Learning Research; Vol. 72). http://proceedings.mlr.press/v72/leppa-aho18a.html

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title = "Learning Non-parametric Markov Networks with Mutual Information",

keywords = "113 Computer and information sciences",

author = "Janne Lepp{\"a}-Aho and Santeri R{\"a}is{\"a}nen and Xiao Yang and Teemu Roos",

year = "2018",

language = "English",

volume = "72",

series = "Proceedings of Machine Learning Research",

publisher = "PMLR",

pages = "213--224",

editor = "Kratochv{\'i}l, { V{\'a}clav} and Milan Studen{\'y}",

booktitle = "Proceedings of the Ninth International Conference on Probabilistic Graphical Models",

note = "The Ninth International Conference on Probabilistic Graphical Models ; Conference date: 11-09-2018 Through 14-09-2018",

}

Leppä-Aho, J, Räisänen, S, Yang, X & Roos, T 2018, Learning Non-parametric Markov Networks with Mutual Information. in V Kratochvíl & M Studený (eds), Proceedings of the Ninth International Conference on Probabilistic Graphical Models. vol. 72, Proceedings of Machine Learning Research, vol. 72, pp. 213-224, The Ninth International Conference on Probabilistic Graphical Models, Czech Republic, 11/09/2018. <http://proceedings.mlr.press/v72/leppa-aho18a.html>

Learning Non-parametric Markov Networks with Mutual Information. / Leppä-Aho, Janne ; Räisänen, Santeri; Yang, Xiao et al.
Proceedings of the Ninth International Conference on Probabilistic Graphical Models. ed. / Václav Kratochvíl; Milan Studený. Vol. 72 2018. p. 213-224 (Proceedings of Machine Learning Research; Vol. 72).

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

TY - GEN

T1 - Learning Non-parametric Markov Networks with Mutual Information

AU - Leppä-Aho, Janne

AU - Räisänen, Santeri

AU - Yang, Xiao

AU - Roos, Teemu

PY - 2018

Y1 - 2018

KW - 113 Computer and information sciences

M3 - Conference contribution

VL - 72

T3 - Proceedings of Machine Learning Research

SP - 213

EP - 224

BT - Proceedings of the Ninth International Conference on Probabilistic Graphical Models

A2 - Kratochvíl, Václav

A2 - Studený, Milan

T2 - The Ninth International Conference on Probabilistic Graphical Models

Y2 - 11 September 2018 through 14 September 2018

ER -