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Machine Learning Summer School (MLSS), Berder Island 2004

Machine Learning Summer School (MLSS), Berder Island 2004

11 Videos · Sep 11, 2004

About

The fourth Machine Learning Summer School was held in Berder Island, France between the 12th and the 25th of September, 2004. More than 100 students and researchers from 20 countries interested in Machine Learning attended. This years' summer school presented some of the topics which are at the core of modern Learning Theory. 15 distinguished authorities from the field gave 14 courses in slots from 4 to 8 hours. In addition, many evening talks which were focused on additional topics were presented. There were also three practical sessions organized providing a 'hands-on' experience of working with Machine Learning algorithms.

Videos

Lectures

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02:49:54

Learning and Regularization Using non Positive Kernels

Stephan Canu

calendar icon Feb 25, 2007 4918 views

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03:52:22

Markov Chain Monte Carlo Methods

Christian P. Robert

calendar icon Feb 25, 2007 64998 views

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Introduction to Kernel Methods

Bernhard Schölkopf

calendar icon Feb 25, 2007 23439 views

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Advanced Statistical Learning Theory

Olivier Bousquet

calendar icon Feb 25, 2007 10765 views

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Exponential Families in Feature Space

Alex Smola

calendar icon Feb 25, 2007 6913 views

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02:11:05

Machine Learning in Bioinformatics

Alexander Zien

calendar icon Feb 25, 2007 7709 views

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Boosting

Gunnar Rätsch

calendar icon Feb 25, 2007 7124 views

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01:31:01

Machine Learning Flavor of Random Matrices

Dimitris Achlioptas

calendar icon Feb 25, 2007 8504 views

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04:33:48

Graphical Models and Variational Methods

Christopher Bishop

calendar icon Feb 25, 2007 80047 views

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02:07:37

Signal Processing

Manuel Davy

calendar icon Feb 25, 2007 13841 views

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02:57:05

Computer Vision

Andrew Blake

calendar icon Feb 25, 2007 34376 views

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