Petrus Mikkola
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Kontakuppgifter
E-post
[email protected]
Forskningsgrupp
- Probabilistic Machine Learning, Doctoral Researcher
- Professorship Kaski Samuel, Doctoral Researcher
Publikationer
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
2023
Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
Prior knowledge elicitation: The past, present, and future
Petrus Mikkola, Osvaldo Martin, Suyog Halasinamara Chandramouli, Marcelo Hartmann, Oriol Abril Pla, Owen Thomas, Henri Pesonen, Jukka Corander, Aki Vehtari, Samuel Kaski, Paul-Christian Burkner, Arto Klami
2023
Bayesian Analysis
Targeted Active Learning for Bayesian Decision-Making
Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
2022
Submitted
Projective Preferential Bayesian Optimization
Petrus Mikkola, Milica Todorovic, Jari Järvi, Patrick Rinke, Samuel Kaski
2020
37th International Conference on Machine Learning, ICML 2020