Learning Chordal Markov Networks via Stochastic Local Search

Kari Rantanen; Antti Hyttinen; Matti Järvisalo

doi:10.3233/FAIA200400

Learning Chordal Markov Networks via Stochastic Local Search

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

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

Original language	English
Title of host publication	ECAI 2020 : 24th European conference on artificial intelligence
Editors	Giuseppe De Giacomo, Alejandro Catala, Bistra Dilkina, Michela Milano, Senén Barro, Alberto Bugarín, Jérôme Lang
Number of pages	8
Publisher	IOS PRESS
Publication date	2020
Pages	2632-2639
ISBN (Print)	978-1-64368-100-9
ISBN (Electronic)	978-1-64368-101-6
DOIs	https://doi.org/10.3233/FAIA200400
Publication status	Published - 2020
MoE publication type	A4 Article in conference proceedings
Event	European Conference on Artificial Intelligence - [Online event] Duration: 29 Aug 2020 → 8 Sept 2020 Conference number: 24 http://ecai2020.eu

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Publisher	IOS Press
Volume	325

Fields of Science

113 Computer and information sciences

Access to Document

10.3233/FAIA200400

FAIA-325-FAIA200400Final published version, 365 KBLicence: CC BY-NC

Symbolic Techniques for Formally Verified and Explainable AI
Järvisalo, M. (Principal Investigator)
01/01/2020 → 31/12/2022
Project: Research project

Cite this

Rantanen, K., Hyttinen, A., & Järvisalo, M. (2020). Learning Chordal Markov Networks via Stochastic Local Search. In G. De Giacomo, A. Catala, B. Dilkina, M. Milano, S. Barro, A. Bugarín, & J. Lang (Eds.), ECAI 2020: 24th European conference on artificial intelligence (pp. 2632-2639). (Frontiers in Artificial Intelligence and Applications; Vol. 325). IOS PRESS. https://doi.org/10.3233/FAIA200400

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti. / Learning Chordal Markov Networks via Stochastic Local Search. ECAI 2020: 24th European conference on artificial intelligence. editor / Giuseppe De Giacomo ; Alejandro Catala ; Bistra Dilkina ; Michela Milano ; Senén Barro ; Alberto Bugarín ; Jérôme Lang. IOS PRESS, 2020. pp. 2632-2639 (Frontiers in Artificial Intelligence and Applications).

@inproceedings{f3830b3bfbde461fa3bc4f0a4d08f54f,

title = "Learning Chordal Markov Networks via Stochastic Local Search",

keywords = "113 Computer and information sciences",

author = "Kari Rantanen and Antti Hyttinen and Matti J{\"a}rvisalo",

year = "2020",

doi = "10.3233/FAIA200400",

language = "English",

isbn = "978-1-64368-100-9",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS PRESS",

pages = "2632--2639",

editor = "{De Giacomo}, {Giuseppe } and Alejandro Catala and Dilkina, {Bistra } and Milano, {Michela } and Barro, {Sen{\'e}n } and Bugar{\'i}n, {Alberto } and Lang, {J{\'e}r{\^o}me }",

booktitle = "ECAI 2020",

address = "Netherlands",

note = "European Conference on Artificial Intelligence , ECAI 2020 ; Conference date: 29-08-2020 Through 08-09-2020",

url = "http://ecai2020.eu",

}

Rantanen, K, Hyttinen, A & Järvisalo, M 2020, Learning Chordal Markov Networks via Stochastic Local Search. in G De Giacomo, A Catala, B Dilkina, M Milano, S Barro, A Bugarín & J Lang (eds), ECAI 2020: 24th European conference on artificial intelligence. Frontiers in Artificial Intelligence and Applications, vol. 325, IOS PRESS, pp. 2632-2639, European Conference on Artificial Intelligence , 29/08/2020. https://doi.org/10.3233/FAIA200400

Learning Chordal Markov Networks via Stochastic Local Search. / Rantanen, Kari; Hyttinen, Antti ; Järvisalo, Matti.
ECAI 2020: 24th European conference on artificial intelligence. ed. / Giuseppe De Giacomo; Alejandro Catala; Bistra Dilkina; Michela Milano; Senén Barro; Alberto Bugarín; Jérôme Lang. IOS PRESS, 2020. p. 2632-2639 (Frontiers in Artificial Intelligence and Applications; Vol. 325).

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

TY - GEN

T1 - Learning Chordal Markov Networks via Stochastic Local Search

AU - Rantanen, Kari

AU - Hyttinen, Antti

AU - Järvisalo, Matti

N1 - Conference code: 24

PY - 2020

Y1 - 2020

KW - 113 Computer and information sciences

U2 - 10.3233/FAIA200400

DO - 10.3233/FAIA200400

M3 - Conference contribution

SN - 978-1-64368-100-9

T3 - Frontiers in Artificial Intelligence and Applications

SP - 2632

EP - 2639

BT - ECAI 2020

A2 - De Giacomo, Giuseppe

A2 - Catala, Alejandro

A2 - Dilkina, Bistra

A2 - Milano, Michela

A2 - Barro, Senén

A2 - Bugarín, Alberto

A2 - Lang, Jérôme

PB - IOS PRESS

T2 - European Conference on Artificial Intelligence

Y2 - 29 August 2020 through 8 September 2020

ER -

Learning Chordal Markov Networks via Stochastic Local Search

Publication series

Fields of Science

Access to Document

Projects

Symbolic Techniques for Formally Verified and Explainable AI

Cite this