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19
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colt 2001
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COLT
2001
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On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses
14 years 2 months ago
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Philip M. Long
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2001
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Data-Dependent Margin-Based Generalization Bounds for Classification
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Balázs Kégl, Tamás Linder, G&...
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2001
Springer
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A Theoretical Analysis of Query Selection for Collaborative Filtering
14 years 2 months ago
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Wee Sun Lee, Philip M. Long
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2001
Springer
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A Generalized Representer Theorem
14 years 2 months ago
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Bernhard Schölkopf, Ralf Herbrich, Alex J. Sm...
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2001
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On Learning Monotone DNF under Product Distributions
14 years 2 months ago
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We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
Rocco A. Servedio
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