M2MO - Statistical Learning (2013-2018)

Mostly theory on ML.
VC dimension
Concentration

This part contains Master 2 exercises on statistical learning.

Slides and courses

Documents for this course might be found on Stéphan Clémençon’s webpage.


Tutorial classes:

  1. learning_td1.pdf

  2. learning_td2.pdf

  3. learning_td3.pdf


Ressources en ligne:

Maxim Raginsky’s course

Arnak Dalalyan’s course

Shai Shalev-Shwartz’s book