Petrus Mikkola

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Active Learning

Efficient Optimization

Information Sources

Bayesian Decision

Top Venues

Publications

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 (2024)
Ali Khoshvishkaie, Petrus Mikkola, Pierre-Alexandre Murena, Samuel Kaski
Cooperative Bayesian Optimization for Imperfect Agents. CoRR (2024)
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)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. AISTATS (2023)
Ali Khoshvishkaie, Petrus Mikkola, Pierre-Alexandre Murena, Samuel Kaski
Cooperative Bayesian Optimization for Imperfect Agents. ECML/PKDD (1) (2023)
Daolang Huang, Louis Filstroff, Petrus Mikkola, Runkai Zheng, Samuel Kaski
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge. CoRR (2022)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. CoRR (2022)
Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
Targeted Active Learning for Bayesian Decision-Making. CoRR (2021)
Petrus Mikkola, Milica Todorovic, Jari Järvi, Patrick Rinke, Samuel Kaski
Projective Preferential Bayesian Optimization. ICML (2020)
Petrus Mikkola, Milica Todorovic, Jari Järvi, Patrick Rinke, Samuel Kaski
Projective Preferential Bayesian Optimization. CoRR (2020)