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Computational learning theory : 4th European Conference, EuroCOLT '99, Nordkirchen, Germany, March 29-31, 1999 : proceedings

Author: Paul Fischer; Hans Ulrich Simon
Publisher: Berlin ; New York : Springer, ©1999.
Series: Lecture notes in computer science, 1572.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

This text presents the proceedings of the 4th European Conference on Computational Learning Theory. The 23 contributions address topics such as learning from queries and counter examples,  Read more...

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Genre/Form: Conference papers and proceedings
Congresses
Congrès
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Paul Fischer; Hans Ulrich Simon
ISBN: 3540657010 9783540657019
OCLC Number: 40964742
Description: x, 299 pages : illustrations ; 24 cm.
Contents: Theoretical Views of Boosting / Robert E. Schapire --
Open Theoretical Questions in Reinforcement Learning / Richard S. Sutton --
A Geometric Approach to Leveraging Weak Learners / Nigel Duffy and David Helmbold --
Query by Committee, Linear Separation and Random Walks / Ran Bachrach, Shai Fine and Eli Shamir --
Hardness Results for Neural Network Approximation Problems / Peter Bartlett and Shai Ben-David --
Learnability of Quantified Formulas / Victor Dalmau and Peter Jeavons --
Learning Multiplicity Automata from Smallest Counterexamples / Jurgen Forster --
Exact Learning when Irrelevant Variables Abound / David Guijarro, Victor Lavin and Vijay Raghavan --
An Application of Codes to Attribute-Efficient Learning / Thomas Hofmeister --
Learning Range Restricted Horn Expressions / Roni Khardon --
On the Asymptotic Behavior of a Constant Stepsize Temporal-Difference Learning Algorithm / Vladislav Tadic --
Direct and Indirect Algorithms for On-line Learning of Disjunctions / D.P. Helmbold, S. Panizza and M.K. Warmuth --
Averaging Expert Predictions / Jyrki Kivinen and Manfred K. Warmuth --
On Teaching and Learning Intersection-Closed Concept Classes / Christian Kuhlmann --
Avoiding Coding Tricks by Hyperrobust Learning / Matthias Ott and Frank Stephan --
Mind Change Complexity of Learning Logic Programs / Sanjay Jain and Arun Sharma --
Regularized Principal Manifolds / Alex J. Smola, Robert C. Williamson and Sebastian Mika / [and others] --
Distribution-Dependent Vapnik-Chervonenkis Bounds / Nicolas Vayatis and Robert Azencott --
Lower Bounds on the Rate of Convergence of Nonparametric Pattern Recognition / Andras Antos --
On Error Estimation for the Partitioning Classification Rule / Marta Horvath --
Margin Distribution Bounds on Generalization / John Shawe-Taylor and Nello Cristianini --
Generalization Performance of Classifiers in Terms of Observed Covering Numbers / John Shawe-Taylor and Robert C. Williamson.
Series Title: Lecture notes in computer science, 1572.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Responsibility: Paul Fischer, Hans Ulrich Simon (eds.).

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