Statistical learning theory 2020 — различия между версиями
Материал из Wiki - Факультет компьютерных наук
Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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| 19 Sept || VC-dimension and sample complexity | | 19 Sept || VC-dimension and sample complexity | ||
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|| [https://www.dropbox.com/s/4qn4qzr6mgu9lt3/02sem.pdf?dl=0 Problem list 2] | || [https://www.dropbox.com/s/4qn4qzr6mgu9lt3/02sem.pdf?dl=0 Problem list 2] |
Версия 21:09, 18 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, Sat 26 Sept, 10 Oct, etc. before the lecture.
Course materials
Date | Summary | Lecture notes | Slides | Problem list | Solutions |
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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 | Problem list 2 | ||
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 | 16h15-20h00 | Room S834 Pokrovkaya 11 |
It is always good to send an email in advance. Questions are welcome.