Statistical learning theory 2020 — различия между версиями
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Bbauwens (обсуждение | вклад) |
Bbauwens (обсуждение | вклад) |
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Homeworks: deadlines every 2 weeks, <span style="color:red">Sat 26 Sept</span>, 10 Oct, etc. before the lecture. [https://www.dropbox.com/s/z5q5ib34abybj06/scores.ods?dl=0 Results.] | Homeworks: deadlines every 2 weeks, <span style="color:red">Sat 26 Sept</span>, 10 Oct, etc. before the lecture. [https://www.dropbox.com/s/z5q5ib34abybj06/scores.ods?dl=0 Results.] | ||
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+ | Email homeworks to Brbauwens <at> gmail.com and start the subject line with SLT HW. You may submit handwritten solutions. | ||
== Course materials == | == Course materials == |
Версия 15:02, 25 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. Results.
Email homeworks to Brbauwens <at> gmail.com and start the subject line with SLT HW. You may submit handwritten solutions.
Course materials
Date | Summary | Lecture notes | Slides | Video | 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 | slides2.pdf | Chapt 2,3 | Problem list 2 | Solutions 2 |
26 Sept | Risk bounds and the fundamental theorem of statistical learning theory | |||||
03 Oct | Rademacher complexity and margin assumption | |||||
... |
Office hours
Person | Monday | Tuesday | Wednesday | Thursday | Friday | |
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Bruno Bauwens | 14h-18h | 16h15-20h | Room S834 Pokrovkaya 11 |
It is always good to send an email in advance. Questions are welcome.