Field of Interest

On the hyperlinked pages below you can find some topics and sometimes brief descriptions of my fields of interest. Published papers including preprints are provided here and information and codes concerning my books here..

Machine Learning

  • Learning on Vertically Partitioned Data [work in progress]
  • Learning of Ill-Posed Problems, see e.g. the paper
    Learning Approach for Ill-Posed Optimisation Problems from 2019

Applications of Data Mining & Machine Learning

  • Simulation Data Mining
  • Educational Data Mining [web page with finished project is coming soon]
  • Robot Training in Virtual Environments for Tactical and Strategic Tasks [work in progress]

The last topic is joint work in progress with my colleague Marco Schmidt.

Beyond this I am very interessed in

but up-to-now there was no funding for this topic.