Machine Learning Summer School (MLSS), Tübingen 2003

Machine Learning Summer School (MLSS), Tübingen 2003

16 Videos · Aug 3, 2003

About

Machine Learning is a foundational discipline of the Information Sciences. It combines deep 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, IT professionals, and academics from all over the world.

//Disclaimer:// VideoLectures.NET emphasizes that we are not authors of these videos and we are not taking responsibility for the low quality of these videos. They were uploaded due to their content value in the scientific field of Computer Science and published with the permission of the organizers.

Videos

Lectures

video-img
02:11:43

An Introduction to Pattern Classification

Elad Yom Tov

Feb 25, 2007

 · 

26658 views

video-img

Concentration Inequalities with Machine Learning Applications

Stéphane Boucheron

Feb 25, 2007

 · 

7935 views

video-img
03:04:09

Universal Modeling: Introduction to modern MDL

Peter Grünwald

Feb 25, 2007

 · 

10618 views

video-img

Analysis of Support Vector Machine Classification

Ding-Xuan Zhou

Feb 25, 2007

 · 

8052 views

video-img

Information Retrieval and Language Technology

Thorsten Joachims

Feb 25, 2007

 · 

10527 views

video-img
04:11:41

Unsupervised Learning with Kernels

Alex Smola

Feb 25, 2007

 · 

8403 views

video-img
03:13:52

Bayesian Inference: Principles and Practice

Mike Tipping

Feb 25, 2007

 · 

26835 views

video-img
05:18:05

Statistical Learning Theory

Olivier Bousquet

Feb 25, 2007

 · 

31650 views

video-img

Stochastic Learning

Léon Bottou

Feb 25, 2007

 · 

14807 views

video-img
01:12:00

Empirical Inference

Vladimir Vapnik

Feb 25, 2007

 · 

10398 views

video-img

Gaussian Processes

Carl Edward Rasmussen

Feb 25, 2007

 · 

20182 views

video-img
02:54:37

Some Mathematical Tools for Machine Learning

Chris Burges

Feb 25, 2007

 · 

37571 views

video-img
02:53:47

Monte Carlo Simulation methods

Christophe Andrieu

Feb 25, 2007

 · 

11754 views

video-img

Foundations of Learning

Steve Smale

Feb 25, 2007

 · 

7675 views

video-img
05:35:17

Independent Component Analysis

Jean-François Cardoso

Feb 25, 2007

 · 

27377 views

video-img
03:17:48

Bioinformatics

Pierre Baldi

Feb 25, 2007

 · 

10715 views