No photo of Kari Rantanen
  • PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

20172020

Research output per year

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Personal profile

Fields of Science

  • 113 Computer and information sciences

Publications

  • 4 Conference contribution
  • 1 Article
  • 1 Software

Discovering Causal Graphs with Cycles and Latent Confounders: An Exact Branch-and-Bound Approach

Rantanen, K., Hyttinen, A. & Järvisalo, M., Feb 2020, In : International Journal of Approximate Reasoning. 117, p. 29-49 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Learning Chordal Markov Networks via Stochastic Local Search

Rantanen, K., Hyttinen, A. & Järvisalo, M., 2020, (Accepted/In press) Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020). IOS PRESS, 7 p. (Frontiers in Artificial Intelligence and Applications).

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

Open Access
File

Learning Optimal Cyclic Causal Graphs from Interventional Data

Rantanen, K., Hyttinen, A. & Järvisalo, M., 2020, (Accepted/In press) Proceedings of the 10th International Conference on Probabilistic Graphical Models (PGM 2020). Journal of Machine Learning Research, (Proceedings of Machine Learning Research).

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

PGM 2018 Best Student Paper Award

Rantanen, Kari (Recipient), 2018

Prize: Prizes and awards