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ORCIDPetrus Mikkola
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Books and Theses
- 2024
[b1]Petrus Mikkola:
Humans as Information Sources in Bayesian Optimization ; Ihmiset tietolähteenä bayesiläisessä optimoinnissa. Aalto University, Espoo, Finland, 2024
Journal Articles
- 2024
- [j1]Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski:
Targeted Active Learning for Bayesian Decision-Making. Trans. Mach. Learn. Res. 2024 (2024)
Conference and Workshop Papers
- 2023
- [c3]Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski:
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. AISTATS 2023: 7425-7454 - [c2]Ali Khoshvishkaie, Petrus Mikkola
, Pierre-Alexandre Murena, Samuel Kaski:
Cooperative Bayesian Optimization for Imperfect Agents. ECML/PKDD (1) 2023: 475-490 - 2020
- [c1]Petrus Mikkola, Milica Todorovic, Jari Järvi, Patrick Rinke, Samuel Kaski:
Projective Preferential Bayesian Optimization. ICML 2020: 6884-6892
Informal and Other Publications
- 2024
- [i7]Ali Khoshvishkaie, Petrus Mikkola, Pierre-Alexandre Murena, Samuel Kaski:
Cooperative Bayesian Optimization for Imperfect Agents. CoRR abs/2403.04442 (2024) - [i6]Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami:
Non-geodesically-convex optimization in the Wasserstein space. CoRR abs/2406.00502 (2024) - [i5]Petrus Mikkola, Luigi Acerbi, Arto Klami:
Preferential Normalizing Flows. CoRR abs/2410.08710 (2024) - 2022
- [i4]Daolang Huang, Louis Filstroff, Petrus Mikkola, Runkai Zheng, Samuel Kaski:
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge. CoRR abs/2208.08742 (2022) - [i3]Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski:
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. CoRR abs/2210.13937 (2022) - 2021
- [i2]Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski:
Targeted Active Learning for Bayesian Decision-Making. CoRR abs/2106.04193 (2021) - 2020
- [i1]Petrus Mikkola, Milica Todorovic, Jari Järvi, Patrick Rinke, Samuel Kaski:
Projective Preferential Bayesian Optimization. CoRR abs/2002.03113 (2020)
Coauthor Index
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