Machine Learning Summer School 2002: Canberra, Australia

Shahar Mendelson, Alex J. Smola (Eds.): Advanced Lectures on Machine Learning, Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures. Lecture Notes in Computer Science 2600 Springer 2003, ISBN 3-540-00529-3 BibTeX

@proceedings{DBLP:conf/mlss/2002,
  editor    = {Shahar Mendelson and
               Alex J. Smola},
  title     = {Advanced Lectures on Machine Learning, Machine Learning Summer
               School 2002, Canberra, Australia, February 11-22, 2002, Revised
               Lectures},
  booktitle = {Machine Learning Summer School},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2600},
  year      = {2003},
  isbn      = {3-540-00529-3},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Shahar Mendelson:
A Few Notes on Statistical Learning Theory. 1-40
Electronic Edition (Springer LINK) BibTeX
Bernhard Schölkopf, Alex J. Smola:
A Short Introduction to Learning with Kernels. 41-64
Electronic Edition (Springer LINK) BibTeX
Alex J. Smola, Bernhard Schölkopf:
Bayesian Kernel Methods. 65-117
Electronic Edition (Springer LINK) BibTeX
Ron Meir, Gunnar Rätsch:
An Introduction to Boosting and Leveraging. 118-183
Electronic Edition (Springer LINK) BibTeX
Peter L. Bartlett:
An Introduction to Reinforcement Learning Theory: Value Function Methods. 184-202
Electronic Edition (Springer LINK) BibTeX
John W. Lloyd:
Learning Comprehensible Theories from Structured Data. 203-225
Electronic Edition (Springer LINK) BibTeX
Markus Hegland:
Algorithms for Association Rules. 226-234
Electronic Edition (Springer LINK) BibTeX
Jyrki Kivinen:
Online Learning of Linear Classifiers. 235-258
Electronic Edition (Springer LINK) BibTeX