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Probabilistic Machine Learning

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Department of Computer Science, Aalto University
Department of Computer Science, Aalto University

We develop new methods for probabilistic modeling, Bayesian inference and machine learning.

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Probabilistic Machine Learning We develop new methods for probabilistic modeling, Bayesian inference and machine learning. Keywords: • learning from multiple data sources • Gaussian processes • data visualization • retrieval of relevant data • machine learning for user interaction • personalized medicine • brain signal analysis and neuroinformatics Example of our research problems: Modelling for Contact: Samuel Kaski, Aki Vehtari personalized medicine

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Probabilistic Machine Learning

  • 1. Probabilistic Machine Learning We develop new methods for probabilistic modeling, Bayesian inference and machine learning. Keywords: • learning from multiple data sources • Gaussian processes • data visualization • retrieval of relevant data • machine learning for user interaction • personalized medicine • brain signal analysis and neuroinformatics Example of our research problems: Modelling for Contact: Samuel Kaski, Aki Vehtari personalized medicine