Statistical learning theory 2020 — различия между версиями
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Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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== General Information == | == General Information == | ||
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Teachers: Bruno Bauwens and Vladimir Podolskii | Teachers: Bruno Bauwens and Vladimir Podolskii | ||
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| + | Lectures: Saturday 9h30 - 10h50, zoom https://zoom.us/j/96210489901 | ||
Seminar for group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884, | Seminar for group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884, | ||
Версия 18:25, 11 сентября 2020
General Information
Teachers: Bruno Bauwens and Vladimir Podolskii
Lectures: Saturday 9h30 - 10h50, zoom https://zoom.us/j/96210489901
Seminar for group 1: Saturday 11h10 - 12h30, Bruno Bauwens and Vladimir Podolskii zoom https://zoom.us/j/94186131884,
Seminar for group 2: Tuesday ??, Nikita Lukyanenko
Course materials
| Date | Summary | Lecture notes | Problem list | Solutions |
|---|---|---|---|---|
| 12 Sept | Introduction and sample complexity in the realizable setting | lecture1.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 |
