Statistical learning theory 2021

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General Information

Grading

Teachers: Bruno Bauwens and Nikita Lukianenko

Lectures: Tuesdays 9h30 - 10h50, zoom

Seminars: Tuesday 11h10 - 12h30

Practical information on telegram group


Course materials

Date Summary Lecture notes Slides Video Problem list Solutions


The lectures in October and November are based on the book: Foundations of machine learning 2nd ed, Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalker, 2018. This book can be downloaded from http://gen.lib.rus.ec/ .

For online learning, we also study a few topics from lecture notes by Н. К. Животовский

Office hours

Person Monday Tuesday Wednesday Thursday Friday
Bruno Bauwens, Zoom (email in advance) 14h-18h 16h15-20h Room S834 Pokrovkaya 11

It is always good to send an email in advance. Questions are welcome.