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Workshops

Workshops

The post-Conference Workshops will be held at the Westin Resort and Spa in Whistler, British Columbia, Canada.  The Workshops will begin at 6:30 pm on Thursday, December 16 with Registration and an opening Reception.  Workshop sessions will begin on Friday, December 17 and continue through Saturday, December 18, ending with a banquet on Saturday evening.

 

The Workshops provide multi-track intensive sessions on a wide range of topics. The venue and schedule facilitate informality and depth.  Please see a list of Workshops below, along with links to further information for each.

 

Workshop Schedule

Thursday, December 16, 2004

6:30pm - 8:30pm

Reception and Registration

Friday, December 17, 2004

7:00am - 11:00am

Registration

7:30am - 10:30am

Workshop Sessions

4:00pm - 7:00pm

Workshop Sessions

Saturday, December 18, 2004

7:30am - 10:30am

Workshop Sessions

4:00pm - 7:00pm

Workshop Sessions

7:30pm - 10:30pm

Closing Banquet

 

 

Scheduled Workshops

 

Friday, December 17, 2004

 

Overcomplete Representations

Organizers:  Terry Sejnowski, The Salk Institute and the University of California, San Diego; Steve Zucker, Yale University

 

nEUro-IT.net Workshop on the Neural Mechanisms of Imitation

Organizers:  Aude Billard, EPFL - Swiss Federal Institute of Technology; Stefan Schaal, University of Southern California

 

Towards Brain Computer Interfacing

Organizers:  Guido Dornhege, Fraunhofer FIRST.IDA; Thilo Hinterberger, University of Tuebingen; Dennis McFarland, NYS Department of Health; Jose del R Millan, IDIAP Research Institute; Klaus-Robert MŸller, Fraunhofer FIRST.IDA

 

Fast N-Body Learning

Organizers:  Nando de Freitas, University of British Columbia; Daniel Huttenlocher, Cornell

 

Statistical, Computational, and Psychophysical Techniques for Inferring Features from Stimulus Classification

Organizers:  Richard Shiffrin, Jason Gold, Indiana University;

Andrew Cohen, University of Massachusetts, Amherst; Florin Cutzu, Indiana University

 

Multimodal Signal Processing

Organizers:  Tue Lehn-Schioler, The Technical University of Denmark; Samy Bengio, IDIAP; Lars Kai Hansen, The Technical University of Denmark; Stephane Canu, l'INSA de Rouen

 

The Neurobiology of Planning and Deciding: Studies from Many Levels of Brain Organization

Organizers:  Patricia S. Churchland, University of California, San Diego; Terry Sejnowski, The Salk Institute and the University of California, San Diego

 

Calibration and Probabilistic Prediction in Supervised Learning

Organizers:  Rich Caruana, Cornell University; Greg Grudic, University of Colorado

 

Activity Recognition and Discovery

Organizers:  Irfan Essa, Georgia Tech; Dieter Fox, University of Washington

 

Reinforcement Learning Benchmarks and Bake-offs

Organizers:  Richard S. Sutton, University of Alberta; Michael L. Littman, Rutgers University

 

 

Saturday, December 18, 2004

 

Interneurons and Cortical Function: A Fair and Balanced Workshop

Organizers:  Bartlett W. Mel, University of Southern California; Judith A. Hirsch, University of Southern California; Kenneth D. Miller, University of California

 

Verification, Validation, and Testing of Learning Systems

Organizers:  Dragos Margineantu, The Boeing Company; Pramod Gupta, NASA Ames Research Center; Johann Schumann, NASA Ames Research Center; Michael Drumheller, The Boeing Company; Roman Fresnedo, The Boeing Company

 

New Problems and Methods in Computational Biology

Organizers:  Gal Chechik, Department of Computer Science; Christina Leslie, Center for Computational Learning Systems, Columbia University; Gunnar Ratsch, Max Planck Institute for Biological Cybernetics (Tuebingen) and Fraunhofer FIRST (Berlin); Koji  Tsuda, Max Planck Institute for Biological Cybernetics (Tuebingen) and AIST Computational Biology Research Center (Tokyo)

 

Learning in Graphics and Vision

Organizers:  Radek Grzeszczuk, Intel Research; Aaron Hertzmann, University of Toronto

 

Reinforcement Learning and the Brain:  Beyond the Dopamine System

Organizers:  Nathaniel D. Daw, University College London; Samuel McClure, Princeton University

 

Structured Data and Representations in Probabilistic Models for Categorization

Organizers:  Josh Tenenbaum, MIT; David Danks, Carnegie Mellon University; Chris Williams, University of Edinburgh; Charles Kemp, MIT; Amy Perfors, MIT

 

Learning With Structured Outputs

Organizers:  Gškhan Bakir, MPI; Arthur Gretton,  MPI; Thomas Hoffmann, Brown University; Bernhard Schšlkopf, MPI

 

Graphical Models and Kernels

Organizers:  Alex J. Smola, National ICT Australia; S V N Vishwanathan, National ICT Australia; Ben Taskar, Stanford University

 

MIPS -- Music Information Processing Systems

Organizers:  Douglas Eck, University of Montreal; Daniel P. W. Ellis, Columbia University; Ali Taylan Cemgil, University of Amsterdam; Jean-François Paiement, IDIAP Research Institute

 

(Ab)Use of Bounds

Organizers:  Shai Ben-David, University of Waterloo; John Langford, TTI-Chicago; John Shawe-Taylor, Southampton; Bob Williamson, NICTA