Statistical learning theory 2020 — различия между версиями

Версия 09:17, 12 сентября 2020

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

Date	Summary	Lecture notes	Slides	Problem list
12 Sept	Introduction and sample complexity in the realizable setting	lecture1.pdf	slides1.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

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-! Date !! Summary !! Lecture notes !! Problem list !! Solutions
+! Date !! Summary !! Lecture notes !! Slides !! Problem list !! Solutions
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-| 12 Sept || Introduction and sample complexity in the realizable setting  || [https://www.dropbox.com/s/kicoo9xf356eam5/01lect.pdf?dl=0 lecture1.pdf]
+| 12 Sept || Introduction and sample complexity in the realizable setting
-|| [https://www.dropbox.com/s/fbdew1vdzskenie/01sem.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 lecture1.pdf]
+|| [https://www.dropbox.com/s/pehka8xyu5hlpis/slides01.pdf?dl=0 slides1.pdf]
+|| [https://www.dropbox.com/s/fbdew1vdzskenie/01sem.pdf?dl=0 Problem list 1]
+|| <!--[https://www.dropbox.com/s/cixli4sghy0w01q/01solution.pdf?dl=0 Solutions 1]-->
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 | 19 Sept || VC-dimension and sample complexity || || ||