Statistical learning theory 2020 — различия между версиями
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Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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| Строка 8: | Строка 8: | ||
| − | Seminars | + | Seminars <br> |
| − | + | - Group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884, <br> | |
| − | - Group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884, | + | |
| − | + | ||
- Group 2: Tuesday 18h, Nikita Lukyanenko, see [https://ruz.hse.ru ruz.hse.ru] | - Group 2: Tuesday 18h, Nikita Lukyanenko, see [https://ruz.hse.ru ruz.hse.ru] | ||
| − | + | Homeworks: deadlines every 2 weeks, before the lecture. <br> | |
| − | Homeworks: deadlines every 2 weeks, before the lecture. | + | - <span style="color:red">Sat 26 Sept: see problem lists 1 and 2</span> <br> |
| − | - <span style="color:red">Sat 26 Sept: | + | - 10 Oct: see problem lists 3 and 4 |
| − | - 10 Oct | + | |
- etc. | - etc. | ||
Версия 15:17, 25 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, before the lecture.
- Sat 26 Sept: see problem lists 1 and 2
- 10 Oct: see problem lists 3 and 4
- etc.
Email homeworks to Brbauwens <at> gmail.com. Start the subject line with SLT-HW. You may submit handwritten solutions.
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 Oct | 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.
