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)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, 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