Statistical learning theory 2020 — различия между версиями
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Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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! Person !! Monday !! Tuesday !! Wednesday !! Thursday !! Friday !! | ! Person !! Monday !! Tuesday !! Wednesday !! Thursday !! Friday !! | ||
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− | | Bruno Bauwens || 14h-18h || 16h15- | + | | Bruno Bauwens || 14h-18h || 16h15-20h || || || || Room S834 Pokrovkaya 11 |
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Версия 22:59, 23 сентября 2020
General Information
Teachers: Bruno Bauwens and Vladimir Podolskii
Lectures: Saturday 9h30 - 10h50, zoom https://zoom.us/j/96210489901
Seminars
- Group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884,
- Group 2: Tuesday 18h, Nikita Lukyanenko, see ruz.hse.ru
Homeworks: deadlines every 2 weeks, Sat 26 Sept, 10 Oct, etc. before the lecture. Results.
Course materials
Date | Summary | Lecture notes | Slides | Video | Problem list | Solutions |
---|---|---|---|---|---|---|
12 Sept | Introduction and sample complexity in the realizable setting | lecture1.pdf | slides1.pdf | Problem list 1 Update 16.09, prob 1.2 | Solutions 1 | |
19 Sept | VC-dimension and sample complexity | lecture2.pdf | slides2.pdf | Chapt 2,3 | Problem list 2 | Solutions 2 |
26 Sept | Risk bounds and the fundamental theorem of statistical learning theory | |||||
03 Nov | Rademacher complexity and margin assumption | |||||
... |
Office hours
Person | Monday | Tuesday | Wednesday | Thursday | Friday | |
---|---|---|---|---|---|---|
Bruno Bauwens | 14h-18h | 16h15-20h | Room S834 Pokrovkaya 11 |
It is always good to send an email in advance. Questions are welcome.