Statistical learning theory 2020 — различия между версиями

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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.]
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Homeworks: deadlines every 2 weeks, before the lecture.
 +
- <span style="color:red">Sat 26 Sept: seminar 1, exercises 1.6 and 1.7, seminar 2, exercises 2.6 and 2.7</span>  
 +
- 10 Oct,  
 +
- etc.  
  
Email homeworks to Brbauwens <at> gmail.com and start the subject line with SLT HW. You may submit handwritten solutions.  
+
[https://www.dropbox.com/s/z5q5ib34abybj06/scores.ods?dl=0 Results.]
 +
 
 +
Email homeworks to Brbauwens <at> gmail.com. Start the subject line with SLT-HW. You may submit handwritten solutions.  
  
 
== Course materials ==
 
== Course materials ==

Версия 15:14, 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, before the lecture. - Sat 26 Sept: seminar 1, exercises 1.6 and 1.7, seminar 2, exercises 2.6 and 2.7 - 10 Oct, - etc.

Results.

Email homeworks to Brbauwens <at> gmail.com. Start the subject line with SLT-HW. You may submit handwritten solutions.

Course materials

Date Summary Lecture notes Slides Video Problem list Solutions
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
Bruno Bauwens 14h-18h 16h15-20h Room S834 Pokrovkaya 11

It is always good to send an email in advance. Questions are welcome.