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15

COLT
2001
Springer

122views Machine Learning» more COLT 2001»

On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses

13 years 10 months ago

On Agnostic Learning with {0, *, 1}-Valued and Real-Valued Hypotheses

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Philip M. Long

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15

COLT
2001
Springer

123views Machine Learning» more COLT 2001»

Data-Dependent Margin-Based Generalization Bounds for Classification

13 years 10 months ago

Data-Dependent Margin-Based Generalization Bounds for Classification

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Balázs Kégl, Tamás Linder, G&...

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13

COLT
2001
Springer

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A Theoretical Analysis of Query Selection for Collaborative Filtering

13 years 10 months ago

A Theoretical Analysis of Query Selection for Collaborative Filtering

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Wee Sun Lee, Philip M. Long

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11

COLT
2001
Springer

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A Generalized Representer Theorem

13 years 10 months ago

A Generalized Representer Theorem

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Bernhard Schölkopf, Ralf Herbrich, Alex J. Sm...

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17

COLT
2001
Springer

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On Learning Monotone DNF under Product Distributions

13 years 10 months ago

On Learning Monotone DNF under Product Distributions

Download www.cs.columbia.edu

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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