Statistical learning theory 2020
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Версия от 09:18, 12 сентября 2020; Bbauwens (обсуждение | вклад)
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 | 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 |
