| Prior knowledge elicitation: The past, present, and future P Mikkola, OA Martin, S Chandramouli, M Hartmann, O Abril Pla, ... Bayesian Analysis 19 (4), 1129-1161, 2024 | 75 | 2024 |
| Projective preferential bayesian optimization P Mikkola, M Todorović, J Järvi, P Rinke, S Kaski International Conference on Machine Learning, 6884-6892, 2020 | 20 | 2020 |
| Multi-fidelity bayesian optimization with unreliable information sources P Mikkola, J Martinelli, L Filstroff, S Kaski International Conference on Artificial Intelligence and Statistics, 7425-7454, 2023 | 10 | 2023 |
| Bayesian optimization augmented with actively elicited expert knowledge D Huang, L Filstroff, P Mikkola, R Zheng, S Kaski arXiv preprint arXiv:2208.08742, 2022 | 5 | 2022 |
| Targeted active learning for bayesian decision-making L Filstroff, I Sundin, P Mikkola, A Tiulpin, J Kylmäoja, S Kaski arXiv preprint arXiv:2106.04193, 2021 | 5 | 2021 |
| Prior knowledge elicitation: The past, present, and future; 2021 P Mikkola, OA Martin, S Chandramouli, M Hartmann, OA Pla, O Thomas | 5 | |
| More trustworthy Bayesian optimization of materials properties by adding human into the loop A Tiihonen, L Filstroff, P Mikkola, E Lehto, S Kaski, M Todorović, P Rinke AI for Accelerated Materials Design NeurIPS 2022 Workshop, 2022 | 4 | 2022 |
| Non-geodesically-convex optimization in the Wasserstein space HPH Luu, H Yu, B Williams, P Mikkola, M Hartmann, K Puolamäki, ... arXiv preprint arXiv:2406.00502, 2024 | 2 | 2024 |
| Cooperative Bayesian optimization for imperfect agents A Khoshvishkaie, P Mikkola, PA Murena, S Kaski Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 2 | 2023 |
| Augmenting Bayesian optimization with preference-based expert feedback D Huang, L Filstroff, P Mikkola, R Zheng, M Todorovic, S Kaski ICML 2023 Workshop The Many Facets of Preference-Based Learning, 2023 | 2 | 2023 |
| Secular change of tectonic setting in the Archean Takanen greenstone belt, northeastern Karelia Province, Fennoscandian Shield V Järvinen, N Karampelas, OT Rämö, T Halkoaho, T Törmänen, P Mikkola, ... Bulletin of the Geological Society of Finland 95, 107-134, 2023 | 1 | 2023 |
| Preferential Normalizing Flows P Mikkola, L Acerbi, A Klami arXiv preprint arXiv:2410.08710, 2024 | | 2024 |
| Non-geodesically-convex optimization in the Wasserstein space H Phuc Hau Luu, H Yu, B Williams, P Mikkola, M Hartmann, K Puolamäki, ... arXiv e-prints, arXiv: 2406.00502, 2024 | | 2024 |
| Humans as Information Sources in Bayesian Optimization P Mikkola Aalto University, 2024 | | 2024 |
| Discrete complex analysis of single-and multivalued functions on isoradial graphs P Mikkola Helsingin yliopisto, 2020 | | 2020 |
| Endogenous depreciation, the replacement problem, and investment-specific technological change P Mikkola Helsingin yliopisto, 2018 | | 2018 |
| The applicability of the neoclassical microeconomic framework implied by the preference axioms P Mikkola | | 2015 |
| Supplementary Material and Literature Review for Prior knowledge elicitation: The past, present, and future P Mikkola, OA Martin, S Chandramouli, M Hartmann, OA Pla, O Thomas, ... | | |
