Hasso-Plattner-Institut
Prof. Dr. Tobias Friedrich
 

Vanja Doskoč

This is an archived page of a former group member.

Research Interests

  • Inductive Inference or Language Learning in the Limit
  • Deep Learning and Neural Networks
  • Applications of Evolutionary Algorithms
  • Explainable AI

On my research page you can find an introduction and desription of my work regarding inductive inference. Furthermore, you can find a video (presented in the 17th IREBS Real Estate Symposium) where we present our work on an automated real estate valuation process compliant with German law.

Teaching Activities

As Advisor

Bachelor Theses

Bachelor Projects

Master Theses

  • Identifying Vehicle Parking Lots from Aerial Images using Deep Learning Methods, Bashini Mahaarachchi (Winter '21)

As Teaching Assistant

  • Project seminar on "Computability- and Learningtheory" (German, Winter '19)
  • Second basic course of Mathematics (German, Summer '20, Summer '21, Summer '22) as well as a specific specialization thereof (German, Summer '21, Summer '22)
  • Project seminar on "Competitive Programming with Deep Learning" (Winter '20)
  • Project seminar on "Deep Learning for Combinatorial Optimization" (Summer '21)
  • Seminar on "Theory of Artificial Intelligence" (German, Winter '21)
  • Project seminar on "Competitive Programming with Deep Learning 2" (Winter '21, Winter '22)
  • Project seminar on "Deep Learning for Optical Character Recognition" (Winter '22)

Publications

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(this page is under continuous maintenance)