Antti Hyttinen

  • PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

  • PL 68 (Pietari Kalmin katu 5), A323

    HELSINGIN YLIOPISTO

    Finland

20092019
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Personal profile

Fields of Science

  • 113 Computer and information sciences

International and National Collaboration Publications and projects within past five years.

Publications 2009 2019

  • 16 Conference contribution
  • 4 Article
  • 1 Software
  • 1 Doctoral Thesis

Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables

Hyttinen, A., Eberhardt, F. & Hoyer, P., 2012, Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence 2012. 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Noisy-OR Models with Latent Confounding

Hyttinen, A., Eberhardt, F. & Hoyer, P., 2011, Uncertainty in artificial intelligence: Proceedings of the twenty-seventh conference (2011). Cozman, F. G. & Pfeffer, A. (eds.). AUAI Press, p. 363-372 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

A Logical Approach to Context-Specific Independence

Corander, J., Hyttinen, A., Kontinen, J., Pensar, J. & Väänänen, J., Sep 2019, In : Annals of Pure and Applied Logic. 170, 9, p. 975-992 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Learning Optimal Causal Graphs with Exact Search

Rantanen, K. M. J., Hyttinen, A. J. & Järvisalo, M. J., 2018, Proceedings of the Ninth International Conference on Probabilistic Graphical Models. Kratochvíl, V. & Studený, M. (eds.). Cambridge, MA: Journal of Machine Learning Research, p. 344-355 12 p. (Proceedings of Machine Learning Research; vol. 72).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Prizes

CP2017 Distinguished Paper Award

Fahiem Bacchus (Recipient), Antti Juhani Hyttinen (Recipient), Matti Järvisalo (Recipient) & Paul Henrik Alexander Saikko (Recipient), 2017

Prize: Prizes and awards

Activities 2008 2018

Conference on Uncertainty in Artificial Intelligence

Antti Hyttinen (Speaker: Presenter)
15 Aug 201218 Aug 2012

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

The 25th Conference on Uncertainty in Artificial Intelligence

Antti Hyttinen (Poster Presentation)
18 Jun 200921 Sep 2009

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

The 27th Conference on Uncertainty in Artificial Intelligence

Antti Hyttinen (Poster Presentation)
14 Jul 201117 Jul 2011

Activity: Participating in or organising an event typesOrganisation and participation in conferences, workshops, courses, seminars

32nd AAAI Conference on Artificial Intelligence (Event)

Antti Hyttinen (Reviewer)
2018

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

The 2018 ACM SIGKDD Workshop on Causal Discovery (Event)

Antti Hyttinen (Reviewer)
2018

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

Press / Media

2nd workshop on advanced methodologies for bayesian networks (AMBN 2015)

Antti Hyttinen

02/08/2015

1 item of media coverage

Press/Media: Press / Media

Causal inference: Learning and prediction

Antti Juhani Hyttinen

14/05/2014

1 item of media coverage

Press/Media: Press / Media