Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Science, University of Helsinki
Award Date: 21 Sept 2020
Master's degree, Social Sciences, University of Helsinki
Award Date: 27 Sept 2018
Fingerprint
Dive into the research topics where Petrus Mikkola is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Cooperative Bayesian Optimization for Imperfect Agents
Khoshvishkaie, A., Mikkola, P., Murena, P. A. & Kaski, S., Sept 2023, Machine Learning and Knowledge Discovery in Databases : Research Track - European Conference, ECML PKDD 2023, Proceedings. Koutra, D., Plant, C., Gomez Rodriguez, M., Baralis, E. & Bonchi, F. (eds.). Springer, p. 475-490 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14169 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
-
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
Mikkola, P., Martinelli, J., Filstroff, L. & Kaski, S., 25 Apr 2023, Proceedings of the 26th International Conference on Artificial Intelligence and Statistics . JMLR, p. 7425-7454 (Proceedings of Machine Learning Research; vol. 206).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile8 Downloads (Pure) -
Prior knowledge elicitation: The past, present, and future
Mikkola, P., Martin, O., Halasinamara Chandramouli, S., Hartmann, M., Abril Pla, O., Thomas, O., Pesonen, H., Corander, J., Vehtari, A., Kaski, S., Burkner, P-C. & Klami, A., 4 May 2023, (E-pub ahead of print) In: Bayesian Analysis. TBA, p. 1-33 33 p., TBA.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Targeted Active Learning for Bayesian Decision-Making
Filstroff, L., Sundin, I., Mikkola, P., Tiulpin, A., Kylmäoja, J. & Kaski, S., 17 May 2022, (Unpublished) In: Submitted.Research output: Contribution to journal › Article › Scientific › peer-review
-
Projective Preferential Bayesian Optimization
Mikkola, P., Todorovic, M., Järvi, J., Rinke, P. & Kaski, S., 21 Nov 2020, 37th International Conference on Machine Learning, ICML 2020. International Machine Learning Society , p. 6840-6848 9 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)23 Downloads (Pure)
Projects
- 1 Active
-
-: HumanE-AI-Net, Kaski
Kaski, S., Mikkola, P., Khoshvishkaie, A. & Hämäläinen, A.
01/09/2020 → 31/08/2024
Project: EU: Framework programmes funding