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

Feb 25, 2007

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4896 views

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03:52:22

Markov Chain Monte Carlo Methods

Christian P. Robert

Feb 25, 2007

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64916 views

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Introduction to Kernel Methods

Bernhard Schölkopf

Feb 25, 2007

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23439 views

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Advanced Statistical Learning Theory

Olivier Bousquet

Feb 25, 2007

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10765 views

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Exponential Families in Feature Space

Alex Smola

Feb 25, 2007

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6913 views

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02:11:05

Machine Learning in Bioinformatics

Alexander Zien

Feb 25, 2007

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7699 views

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Boosting

Gunnar Rätsch

Feb 25, 2007

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7124 views

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01:31:01

Machine Learning Flavor of Random Matrices

Dimitris Achlioptas

Feb 25, 2007

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8478 views

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04:33:48

Graphical Models and Variational Methods

Christopher Bishop

Feb 25, 2007

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79962 views

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02:07:37

Signal Processing

Manuel Davy

Feb 25, 2007

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13824 views

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02:57:05

Computer Vision

Andrew Blake

Feb 25, 2007

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34359 views