Learning Theory and Kernel Machines : 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings

Language: English

Published by Springer, 2003

3540407200 / 9783540407201

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Druck auf Anfrage Neuware - Printed after ordering - This volume contains papers presented at the joint 16th Annual Conference on Learning Theory (COLT) and the 7th Annual Workshop on Kernel Machines, heldinWashington,DC,USA,duringAugust24 27,2003.COLT,whichrecently merged with EuroCOLT, has traditionally been a meeting place for learning theorists. We hope that COLT will bene t from the collocation with the annual workshoponkernelmachines,formerlyheldasaNIPSpostconferenceworkshop. The technical program contained 47 papers selected from 92 submissions. All 47paperswerepresentedasposters;22ofthepaperswereadditionallypresented astalks.Therewerealsotwotargetareaswithinvitedcontributions.Incompu- tional game theory,atutorialentitled LearningTopicsinGame-TheoreticDe- sionMaking wasgivenbyMichaelLittman,andaninvitedpaperon AGeneral Class of No-Regret Learning Algorithms and Game-Theoretic Equilibria was contributed by Amy Greenwald. In natural language processing, a tutorial on Machine Learning Methods in Natural Language Processing was presented by Michael Collins, followed by two invited talks, Learning from Uncertain Data by Mehryar Mohri and Learning and Parsing Stochastic Uni cation- Based Grammars by Mark Johnson. In addition to the accepted papers and invited presentations, we solicited short open problems that were reviewed and included in the proceedings. We hope that reviewed open problems might become a new tradition for COLT. Our goal was to select simple signature problems whose solutions are likely to inspire further research. For some of the problems the authors o ered monetary rewards. Yoav Freund acted as the open problem area chair. The open problems were presented as posters at the conference.

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Title
Learning Theory and Kernel Machines : 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings
Author
Bernhard Schölkopf
Publisher
Springer
Publication year
2003
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540407200
ISBN 13
9783540407201
Item weight
1,142 grams
Dimensions
235x155x41 mm

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