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Department of Statistics


Welcome to the Chair of Uncertainty Quantification and Statistical Learning .  The group's research interests broadly lie at the intersection of machine learning and traditional statistical methods. This includes:

  • Bayesian computational methods
  • Bayesian deep learning
  • Machine learning
  • Smoothing
  • Regularization and shrinkage
  • Distributional regression
  • Network analysis 
  • Spatial statistics

We are co-affiliated with the Research Center Trustworthy Data Science and Security (UA Ruhr). For further Information regarding our team, research and teaching please visit our group's Website.

Follow us on Twitter and take a look at Prof. Klein's Google scholar page.



E-Mail: rctrust.kleinlab.fk05tu-dortmundde
Telephone: 0231 7557820
Joseph-von-Fraunhofer-Str. 25
44227 Dortmund, Germany