Machine Learning Summer School (MLSS), Tübingen 2007

Machine Learning Summer School (MLSS), Tübingen 2007

18 Videos · Aug 20, 2007

About

Machine Learning is a foundational discipline of the Information Sciences. It combines theory from areas as diverse as Statistics, Mathematics, Engineering, and Information Technology with many practical and relevant real life applications. The aim of the summer school is to cover the entire spectrum from theory to practice. It is mainly targeted at research students, academics, and IT professionals from all over the world. The program will feature introductory courses at the beginning to provide basic working knowledge of Machine Learning. Building on this introductory material, advanced topics will be covered progressively over the duration of the school. Subjects will be covered both in lectures (4-6 per topic) and in practical courses (where students will have the chance to implement methods for themselves); and are taught by world experts in their fields.\

Videos

Opening and Closing

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03:41

Closing remarks

Bernhard Schölkopf

Sep 2, 2007

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4549 views

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Opening of the 9th Machine Learning Summer School

Bernhard Schölkopf

Aug 26, 2007

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7546 views

Lectures

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03:11:44

Topics in image and video processing

Andrew Blake

Aug 27, 2007

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36704 views

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02:06:40

Introduction to kernel methods

Bernhard Schölkopf

Aug 20, 2007

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50781 views

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05:15:57

Graphical models

Zoubin Ghahramani

Aug 25, 2007

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95236 views

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05:02:33

Bayesian inference and Gaussian processes

Carl Edward Rasmussen

Aug 20, 2007

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78199 views

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02:16:17

Sequential Monte Carlo methods

Arnaud Doucet

Aug 30, 2007

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35688 views

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01:24:33

Sequential Monte Carlo methods continued

Manuel Davy

Oct 30, 2007

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7950 views

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04:53:55

Statistical learning theory

Olivier Bousquet

Aug 27, 2007

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13945 views

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04:55:31

Kernel Methods for Dependence and Causality

Kenji Fukumizu

Aug 26, 2007

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8126 views

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04:28:22

Online Learning

Nicolò Cesa-Bianchi

Aug 29, 2007

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11208 views

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02:56:35

Machine learning and finance

László Györfi

Aug 29, 2007

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22606 views

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02:22:17

Convex Optimization

Lieven Vandenberghe

Aug 26, 2007

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41339 views

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01:34:43

Dirichlet Processes: Tutorial and Practical Course

Yee Whye Teh

Aug 27, 2007

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140527 views

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05:07:13

Introduction to bioinformatics

Gunnar Rätsch

Aug 20, 2007

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51244 views

Interviews

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06:49

Interview about past, present, future of MLSS

Bernhard Schölkopf

Sep 4, 2007

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7725 views

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07:51

A discussion about ML

Bernhard Schölkopf

Sep 4, 2007

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15491 views

Leisure time - music events during MLSS 2007

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04:18

Students performing "Easy" on the last day of the MLSS

Sep 1, 2007

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6932 views