Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment

First PASCAL Machine Learning Challenges Workshop, MLCW 2005, Southampton, UK, April 11-13, 2005, Revised Selected Papers

  • Joaquin Quiñonero-Candela
  • Ido Dagan
  • Bernardo Magnini
  • Florence d’Alché-Buc
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3944)

Table of contents

  1. Front Matter
  2. Joaquin Quiñonero-Candela, Carl Edward Rasmussen, Fabian Sinz, Olivier Bousquet, Bernhard Schölkopf
    Pages 1-27
  3. Radford M. Neal
    Pages 28-32
  4. Iain Murray, Edward Snelson
    Pages 33-40
  5. Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chapelle
    Pages 56-77
  6. Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop et al.
    Pages 117-176
  7. Ido Dagan, Oren Glickman, Bernardo Magnini
    Pages 177-190
  8. Diana Pérez, Enrique Alfonseca
    Pages 191-204
  9. Lucy Vanderwende, William B. Dolan
    Pages 205-216
  10. Jesús Herrera, Anselmo Peñas, Felisa Verdejo
    Pages 231-239
  11. Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
    Pages 240-260
  12. Rodrigo de Salvo Braz, Roxana Girju, Vasin Punyakanok, Dan Roth, Mark Sammons
    Pages 261-286
  13. Oren Glickman, Ido Dagan, Moshe Koppel
    Pages 287-298
  14. Sam Bayer, John Burger, Lisa Ferro, John Henderson, Lynette Hirschman, Alex Yeh
    Pages 309-331
  15. Alina Andreevskaia, Zhuoyan Li, Sabine Bergler
    Pages 332-343

About these proceedings

Keywords

Bayesian inference Syntax algorithm algorithmic learning algorithms classification cognition computational learning forecasting heuristics image recognition inductive logic programming kernel-based learning machine learning natural language processing

Editors and affiliations

  • Joaquin Quiñonero-Candela
    • 1
  • Ido Dagan
    • 2
  • Bernardo Magnini
    • 3
  • Florence d’Alché-Buc
    • 4
  1. 1.Max Planck Institute for Biological CyberneticsTübingenGermany
  2. 2.Bar Ilan UniversityRamat GanIsrael
  3. 3.ITC-IRSTTrentoItaly
  4. 4.Université d’Evry-Val d’Essonne, IBISC CNRS FRE 2873 and GENPOLEEvryFrance

Bibliographic information

  • DOI https://doi.org/10.1007/11736790
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-33427-9
  • Online ISBN 978-3-540-33428-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book