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I have moved to France (Sept., 2016); my new webpage.

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Zoltán Szabó: recent teaching activity.

Advanced Topics in Machine Learning - Theory of RKHS (course with Arthur Gretton, Kacper Chwialkowski):

• Slides: PDF; note: PDF.

Adaptive Modelling, Introduction to Kernel Methods (course with Arthur Gretton, Wittawat Jitkrittum, Heiko Strathmann):

• Theory (slides): part-1, part-2.
• Practice:
  • Handout: PDF,
  • Files: TextData.mat, naive_bayes.m, naive_bayes_gaussianfit.m, gaussexample.m, mixtureexample.m (from Dino Sejdinovic),
  • SVMlight: info, ZIP.