Statistical learning theory 2020 — различия между версиями

Материал из Wiki - Факультет компьютерных наук
Перейти к: навигация, поиск
Строка 39: Строка 39:
 
| 26 Sept || Risk bounds and the fundamental theorem of statistical learning theory || || || || ||
 
| 26 Sept || Risk bounds and the fundamental theorem of statistical learning theory || || || || ||
 
|-
 
|-
| 03 Nov || Rademacher complexity and margin assumption || || || || ||
+
| 03 Oct || Rademacher complexity and margin assumption || || || || ||
 
|-
 
|-
 
| ... || || || || || ||
 
| ... || || || || || ||

Версия 22:59, 23 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.

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.