Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
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Improving Decision Trees through the Lens of Parameterized Local Search
Harviainen, J. A. M., Sommer, F. & Sorge, M., 2025, (Accepted/In press) Advances in Neural Information Processing Systems 38.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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On Tractability of Learning Bayesian Networks with Ancestral Constraints
Harviainen, J. A. M. & Parviainen, P., 2025, Proceedings of the 28th International Conference on Artificial Intelligence and Statistics. ML Research Press, p. 1765-1773 (Proceedings of Machine Learning Research; vol. 258).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
Harviainen, J., Sommer, F., Sorge, M. & Szeider, S., 2025, In: Proceedings of Machine Learning Research. 267, p. 22177-22203 27 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile -
Quantum Speedups for Bayesian Network Structure Learning
Harviainen, J. A. M., Rychkova, K. & Koivisto, M., 2025, Proceedings of the Forty-first Conference on Uncertainty in Artificial Intelligence. ML Research Press, p. 1640 - 1647 (Proceedings of Machine Learning Research; vol. 286).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Advances in Sampling and Counting Bipartite Matchings and Directed Acyclic Graphs
Harviainen, J., 2024, Helsinki.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access
Projects
- 2 Active
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SCALEBIO
Tomescu, A. (Project manager) & Harviainen, J. A. M. (Participant)
01/09/2025 → 31/08/2030
Project: The European Research Council (ERC)
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Causation and Computation (CauCo)
Koivisto, M. (Project manager), Harviainen, J. A. M. (Participant), Junttila, T. E. O. (Participant), Lehtinen, E. E. I. (Participant), Li, J. (Participant), Nikzad, D. (Participant), Röyskö, J. T. (Participant), Toivonen, K. (Participant), Yamajako, J. E. A. (Participant) & Zhilkin, A. (Participant)
Suomen Akatemia Projektilaskutus
01/01/2023 → 31/08/2026
Project: Research Council of Finland: Academy Project
Activities
- 1 Academic visit to other institution
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University of Bergen, Bergen, Norway
Harviainen, J. A. M. (Visiting researcher)
8 May 2023 → 27 May 2023Activity: Visiting an external institution types › Academic visit to other institution