Causal discovery for linear cyclic models with latent variables

Antti Hyttinen; Frederick Eberhardt; Patrik Ole Hoyer

Causal discovery for linear cyclic models with latent variables

Antti Hyttinen, Frederick Eberhardt, Patrik Ole Hoyer

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	Proceedings of the Fifth European Workshop on Probabilistic Graphical Models : PGM 2010
Redaktörer	Petri Myllymäki, Teemu Roos, Tommi Jaakkola
Antal sidor	8
Utgivningsort	Helsinki
Förlag	Helsinki Institute for Information Technology HIIT
Utgivningsdatum	2010
Sidor	153-160 [163-170]
ISBN (elektroniskt)	978-95-60-3314-3
Status	Publicerad - 2010
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	European Workshop on Probabilistic Graphical Models - Helsinki, Finland Varaktighet: 13 sep. 2010 → 15 sep. 2010 Konferensnummer: 5

Publikationsserier

Namn	HIIT Publications
Förlag	Helsinki Institute for Information Technology HIIT
Nummer	2
Volym	2010
ISSN (elektroniskt)	1458-946X

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

http://parallel.vub.ac.be/bnatwork/BNatWork/Publications_files/pgm2010-proceedings.pdf

Citera det här

Hyttinen, A., Eberhardt, F., & Hoyer, P. O. (2010). Causal discovery for linear cyclic models with latent variables. I P. Myllymäki, T. Roos, & T. Jaakkola (Red.), Proceedings of the Fifth European Workshop on Probabilistic Graphical Models: PGM 2010 (s. 153-160 [163-170]). (HIIT Publications; Vol. 2010, Nr. 2). Helsinki Institute for Information Technology HIIT. http://parallel.vub.ac.be/bnatwork/BNatWork/Publications_files/pgm2010-proceedings.pdf

Hyttinen, Antti ; Eberhardt, Frederick ; Hoyer, Patrik Ole. / Causal discovery for linear cyclic models with latent variables. Proceedings of the Fifth European Workshop on Probabilistic Graphical Models: PGM 2010. redaktör / Petri Myllymäki ; Teemu Roos ; Tommi Jaakkola. Helsinki : Helsinki Institute for Information Technology HIIT, 2010. s. 153-160 [163-170] (HIIT Publications; 2).

@inproceedings{9c8a018a26e34ba89844213bba14abb5,

title = "Causal discovery for linear cyclic models with latent variables",

keywords = "113 Computer and information sciences",

author = "Antti Hyttinen and Frederick Eberhardt and Hoyer, {Patrik Ole}",

year = "2010",

language = "English",

series = "HIIT Publications",

publisher = "Helsinki Institute for Information Technology HIIT",

number = "2",

pages = "153--160 [163--170]",

editor = "Petri Myllym{\"a}ki and Teemu Roos and Tommi Jaakkola",

booktitle = "Proceedings of the Fifth European Workshop on Probabilistic Graphical Models",

address = "Finland",

note = "European Workshop on Probabilistic Graphical Models ; Conference date: 13-09-2010 Through 15-09-2010",

}

Hyttinen, A, Eberhardt, F & Hoyer, PO 2010, Causal discovery for linear cyclic models with latent variables. i P Myllymäki, T Roos & T Jaakkola (red), Proceedings of the Fifth European Workshop on Probabilistic Graphical Models: PGM 2010. HIIT Publications, nr. 2, vol. 2010, Helsinki Institute for Information Technology HIIT, Helsinki, s. 153-160 [163-170], European Workshop on Probabilistic Graphical Models, Helsinki, Finland, 13/09/2010. <http://parallel.vub.ac.be/bnatwork/BNatWork/Publications_files/pgm2010-proceedings.pdf>

Causal discovery for linear cyclic models with latent variables. / Hyttinen, Antti; Eberhardt, Frederick; Hoyer, Patrik Ole.
Proceedings of the Fifth European Workshop on Probabilistic Graphical Models: PGM 2010. red. / Petri Myllymäki; Teemu Roos; Tommi Jaakkola. Helsinki: Helsinki Institute for Information Technology HIIT, 2010. s. 153-160 [163-170] (HIIT Publications; Vol. 2010, Nr. 2).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Causal discovery for linear cyclic models with latent variables

AU - Hyttinen, Antti

AU - Eberhardt, Frederick

AU - Hoyer, Patrik Ole

N1 - Conference code: 5

PY - 2010

Y1 - 2010

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - HIIT Publications

SP - 153-160 [163-170]

BT - Proceedings of the Fifth European Workshop on Probabilistic Graphical Models

A2 - Myllymäki, Petri

A2 - Roos, Teemu

A2 - Jaakkola, Tommi

PB - Helsinki Institute for Information Technology HIIT

CY - Helsinki

T2 - European Workshop on Probabilistic Graphical Models

Y2 - 13 September 2010 through 15 September 2010

ER -