Advanced Machine Learning

This repository contains my assignments of the course "Advanced Machine Learning" given by Professors Pierre Geurts & Gilles Louppe at the University of Liège. Official link to the course can be found here.

Assignments

For each assignment we had to read a research paper on a machine learning topic. Then, a report in the form of a review paper had to be written.

• Assignment I (group work)

  • Paper: Ravid Schwartz-Ziv and Naftali Tishby, "Opening the black box of Deep Neural Networks via Information", 2017 [PDF]
  • Report: [PDF]
  • Slides: [PDF]

• Assignment II (individual)

  • Paper: Neil C. Rabinowitz et al., "Machine Theory of Mind", 2018 [PDF]
  • Report: [PDF]
  • Slides: [HTML]