Petrus Mikkola

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T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...

Kontakuppgifter

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