Teaching

You can download here various materials from my courses. Feel free to re-use them or to contact me for additional information.

EE-559: Deep Learning, Spring 2018

The materials for this course are still work in progress, but you can have a look at what is already ready. Comments are welcome.

EE-613: Machine Learning for Engineers, Fall 2017

The slides and practicals are available. This course is given in collaboration with Sylvain Calinon, and Jean-Marc Odobez.

Gaussian Processes

This is a short note on Gaussian processes.

C++ programming

You can get an unpolished draft in poor English of the 277 pages of lecture notes for a C++ course I gave at University of Chicago in 2001. I also gave a similar course (in French) for Life Sciences students at the EPFL.