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Advanced lectures on machine learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002 : revised lectures

Author: Shahar Mendelson; Alexander J Smola
Publisher: Berlin ; New York : Springer, 2003.
Series: Lecture notes in computer science, 2600.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   eBook : Conference publication : EnglishView all editions and formats
Summary:

au/summer2002 It is our hope that graduate students, lecturers, and researchers alike will ?nd this book useful in learning and teaching Machine Learning, thereby continuing the mission of the Summer  Read more...

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Genre/Form: Kongress
Electronic books
Conference papers and proceedings
Canberra (2002)
Congresses
Congrès
Material Type: Conference publication, Internet resource
Document Type: Internet Resource
All Authors / Contributors: Shahar Mendelson; Alexander J Smola
ISBN: 3540005293 9783540005292
OCLC Number: 51342719
Description: 257 pages : illustrations ; 23 cm.
Contents: A few notes on statistical learning theory / Shahar Mendelson --
A short introduction to learning with kernels / Bernhard Schölkopf, Alexander J. Smola --
Bayesian kernel methods / Alexander J. Smola, Bernhard Schölkopf --
An introduction to boosting and leveraging / Ron Meir, Gunnar Rätsch --
An introduction to reinforcement learning theory : value function methods / Peter L. Bartlett --
Learning comprehensible theories from structured data / J.W. Lloyd --
Algorithms for association rules / Markus Hegland --
Online learning of linear classifiers / Jyrki Kivinen.
Series Title: Lecture notes in computer science, 2600.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: Shahar Mendelson, Alexander J. Smola (eds.).
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