Statistical learning theory 2020 — различия между версиями
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Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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Lectures: Saturday 9h30 - 10h50, zoom https://zoom.us/j/96210489901 | 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, 26 Sept, 10 Oct, etc. before the lecture. | ||
== Course materials == | == Course materials == | ||
Версия 17:49, 12 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, 26 Sept, 10 Oct, etc. before the lecture.
Course materials
| Date | Summary | Lecture notes | Slides | Problem list | Solutions |
|---|---|---|---|---|---|
| 12 Sept | Introduction and sample complexity in the realizable setting | lecture1.pdf | slides1.pdf | Problem list 1 | |
| 19 Sept | VC-dimension and sample complexity | ||||
| 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 | Room 620 |
