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Aki Vehtari

 https://orcid.org/0000-0003-2164-9469
  • Phone+358 40 5333747

  • Aalto SCI Computer Science Konemiehentie 2

19982021

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Personal profile

Artistic and research interests

I'm co-leader of the Probabilistic Machine Learning Group at Aalto. We develop new methods for probabilistic modeling, Bayesian inference and machine learning. Our current focuses are in particular probabilistic programming, learning from multiple data sources, Bayesian model assessment and selection, approximate inference and information visualization.

I'm member of development teams of Stan, ArviZ, ELFI, and GPstuff.

Keywords

  • Bayesian modeling
  • Statistical analysis
  • Epidemiology
  • Brain signal analysis
  • Machine learning

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