2022/2023

• AutoML Fall School (Freiburg)
  • User Priors for Hyperparameter Optimization [pdf]
• Fall term: EDAN96, Applied Machine Learning, Lund University with Professor Elin Anna Topp, and Pierre Nugues 
  • Lectures available on Canvas
• Spring term: EDAP30, Advanced Machine Learning, Lund University with Professor Elin Anna Topp, Volker Krueger, and Pierre Nugues 
  • Lectures available on Canvas

2021/2022

• Fall term: EDAN95, Applied Machine Learning, Lund University with Professor Elin Anna Topp, Volker Krueger, and Pierre Nugues 
  • Lectures available on Canvas

2020/2021

• WASP Summer School:
  • Gaussian Processes + tutorial
  • Bayesian Optimization + tutorial
• Spring term: CS217, Hardware Accelerators for Machine Learning, Stanford University with Professor Kunle Olukotun. 
  • Lecture on Design Space Exploration

2018/2019

• Fall term: CS229T/STATS231, Statistical Learning Theory, Stanford University with Professor Tengyu Ma

2016/2017

• Spring term: CO332, Advanced Computer Architecture, Imperial College London with Professor Paul Kelly. My lecture slides can be found here:
  • Chapter 7.2: Data-Level Parallelism Architectures and Programs (GPUs) [pdf]
• Winter term: CO496, Mathematics for Inference and Machine Learning, Imperial College London with Marc Deisenroth and Stefanos Zafeiriou.

2015/2017

• Spring term: CO332, Advanced Computer Architecture, Imperial College London with Professor Paul Kelly. My lecture slides can be found here:
  • Chapter 7.1: Data-Level Parallelism Architectures and Programs (CPUs) [pdf]
  • Chapter 7.2: Data-Level Parallelism Architectures and Programs (GPUs) [pdf]

2014/2015

• Spring term: CO332, Advanced Computer Architecture, Imperial College London with Professor Paul Kelly, Fabio Luporini, Gheorghe-teodor Bercea and Nicolai Stawinoga.

2009/2010

• First semester: Informatique générale, Polytech’ Paris-UPMC with Julien Brajard and Laurent-Stéphane Didier. Groups ST3 (Science de la Terre 3rd year), ROB3 (Robotics 3rd year).
  • TD: TD1, TD2, TD3, TD4, TD5, TD6.
  • TP: TP1, TP2, TP3, TP4, TP5, TP6, TP7, TP8, TP9.

2008/2009

• Second semester: LI105, De la puce au web, TD (Travaux Dirigés) and TME (Travaux Machine Encadrés) with Professor Emmanuel Chailloux. Group: 4.
• First semester: LI221, Machine et représentation, TME (Travaux Machine Encadrés) with Patricia Renault. Groups: 1,5 and 6.