Statistical learning theory 2021: различия между версиями
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Bbauwens (обсуждение | вклад) Новая страница: « == General Information == [https://www.dropbox.com/s/a8dd33ousa76qad/grading.pdf?dl=0 Grading] Teachers: [https://www.hse.ru/en/org/persons/160550073 Bruno Bau…» |
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| 12 Sept || Introduction and sample complexity in the realizable setting | |||
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Версия от 08:04, 2 сентября 2021
General Information
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.