Lecture Notes in Computer Science - Computational Learning Theory
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23

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Published By Springer Berlin Heidelberg

9783540657019, 9783540490975

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Generalization Performance of Classifiers in Terms of Observed Covering Numbers

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_22 ◽

1999 ◽

pp. 274-285 ◽

Author(s):

John Shawe-Taylor ◽

Robert C. Williamson

Keyword(s):

Generalization Performance ◽

Covering Numbers

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Distribution-Dependent Vapnik-Chervonenkis Bounds

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_18 ◽

1999 ◽

pp. 230-240 ◽

Author(s):

Nicolas Vayatis ◽

Robert Azencott

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Lower Bounds on the Rate of Convergence of Nonparametric Pattern Recognition

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_19 ◽

1999 ◽

pp. 241-252 ◽

Author(s):

András Antos

Keyword(s):

Pattern Recognition ◽

Rate Of Convergence ◽

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Theoretical Views of Boosting

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_1 ◽

1999 ◽

pp. 1-10 ◽

Author(s):

Robert E. Schapire

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Learning Multiplicity Automata from Smallest Counterexamples

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_7 ◽

1999 ◽

pp. 79-90

Author(s):

Jüurgen Forster

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Learnability of Quantified Formulas

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_6 ◽

1999 ◽

pp. 63-78 ◽

Author(s):

Víctor Dalmau ◽

Peter Jeavons

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Hardness Results for Neural Network Approximation Problems

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_5 ◽

1999 ◽

pp. 50-62 ◽

Author(s):

Peter Bartlett ◽

Shai Ben-David

Keyword(s):

Neural Network ◽

Approximation Problems

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Avoiding Coding Tricks by Hyperrobust Learning

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_15 ◽

1999 ◽

pp. 183-197 ◽

Author(s):

Matthias Ott ◽

Frank Stephan

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Entropy Numbers, Operators and Support Vector Kernels

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_23 ◽

1999 ◽

pp. 285-299 ◽

Author(s):

Robert C. Williamson ◽

Alex J. Smola ◽

Bernhard Schölkopf

Keyword(s):

Support Vector ◽

Entropy Numbers

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A Geometric Approach to Leveraging Weak Learners

Lecture Notes in Computer Science - Computational Learning Theory ◽

10.1007/3-540-49097-3_3 ◽

1999 ◽

pp. 18-33 ◽

Author(s):

Nigel Duffy ◽

David Helmbold

Keyword(s):

Geometric Approach

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