Statistical learning theory 2020 — различия между версиями
Материал из Wiki - Факультет компьютерных наук
Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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! Date !! Summary !! Lecture notes !! Problem list !! Solutions | ! Date !! Summary !! Lecture notes !! Problem list !! Solutions | ||
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− | | 12 Sept || Introduction and sample complexity in the realizable setting || [https://www.dropbox.com/s/ | + | | 12 Sept || Introduction and sample complexity in the realizable setting || [https://www.dropbox.com/s/kicoo9xf356eam5/01lect.pdf?dl=0 lecture1.pdf] |
|| [https://www.dropbox.com/s/kicoo9xf356eam5/01lect.pdf?dl=0 Problem list 1] || <!--[https://www.dropbox.com/s/cixli4sghy0w01q/01solution.pdf?dl=0 Solutions 1]--> | || [https://www.dropbox.com/s/kicoo9xf356eam5/01lect.pdf?dl=0 Problem list 1] || <!--[https://www.dropbox.com/s/cixli4sghy0w01q/01solution.pdf?dl=0 Solutions 1]--> | ||
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Версия 18:38, 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 | |
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Bruno Bauwens | Room 620 |