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PASCAL Bootcamp 2007 - Vilanova   

PASCAL Bootcamp in Machine Learning, Vilanova 2007

organizer: José L. Balcázar, Universitat Politècnica de Catalunya

Pascal Boot camp is meant to be a crossroad between a summer school and a strong workshop session.

And the following professors kindly accepted to participate:
Isabelle Guyon, Ulrike von Luxburg, Mark Girolami, Colin de la Higuera, Joaquín Quiñonero, Florence d'Alche-Buc, William Triggs, Mikaela Keller, Amir Saffari, Cecilio Angulo, Mario Martín, Lluís Belanche.

The main topics developed in this summercamp will be:

  • Basic Math and TCS for Machine Learning
  • Useful existing software for Machine Learning
  • Introduction to Machine Learning
  • Theoretical frameworks and foundations
  • Experimental Machine Learning
  • Feature extraction and model selection
  • Graphical models
  • Kernel methods and linear predictors
  • Clustering
  • General view of application areas
  • Machine learning in vision
  • Machine learning in user interfaces
  • Machine learning for data mining

Categories

Introduction and Panels

votesvotesvotesvotesvotes 2819 views, 1:08:24  
flagPANEL: Experiences in research, teaching, and applications of MLPANEL: Experiences in research, teaching, and applications of ML
Colin de la Higuera, Isabelle Guyon, et al. Colin de la Higuera, Isabelle Guyon, José L. Balcázar, Joaquin Quiñonero Candela, Mark Girolami, Mikaela Keller, Ulrike von Luxburg
comments2 comments 

Lectures

votesvotesvotesvotesvotes 2166 views, 1:29:45  
flagML in Bioinformatics ML in Bioinformatics
Florence d'Alche-Buc Florence d'Alche-Buc
comments3 comments 

Student Sessions

Reviews and comments:

Comment1 biter bilen, July 3, 2007 at 5:16 p.m.:

thanks I had just discovered videolectures.net this morning :)


Comment2 Jussi, December 4, 2007 at 12:07 a.m.:

Excellent lectures! Many thanks!


Comment3 furqan, February 17, 2008 at 5:42 a.m.:

Very impression topics and excellentlectures and amazing web!


Comment4 keith, September 11, 2008 at 2:52 a.m.:

Thank you for sharing the knowledge. It's very interesting lectures.


Comment5 Nikhil, June 10, 2010 at 4:20 p.m.:

I am a student from india .. Its excellent material .. Hope there was an option for downloading .. speeds here are still not upto the mark

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