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» Learning Submodular Functions

87

NPL
2000

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A Minimax Method for Learning Functional Networks

15 years 4 months ago

A Minimax Method for Learning Functional Networks

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Enrique Castillo, José Manuel Gutiér...

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99

INFORMS
2002

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Minimizing the Average Query Complexity of Learning Monotone Boolean Functions

15 years 3 months ago

Minimizing the Average Query Complexity of Learning Monotone Boolean Functions

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Vetle I. Torvik, Evangelos Triantaphyllou

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135

JCB
2002

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Learning Gene Functional Classifications from Multiple Data Types

15 years 3 months ago

Learning Gene Functional Classifications from Multiple Data Types

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Paul Pavlidis, Jason Weston, Jinsong Cai, William ...

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112

JMLR
2012

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Learning Fourier Sparse Set Functions

13 years 6 months ago

Learning Fourier Sparse Set Functions

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Peter Stobbe, Andreas Krause

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117

COLT
1993
Springer

108views Machine Learning» more COLT 1993»

Learning from a Population of Hypotheses

15 years 8 months ago

Learning from a Population of Hypotheses

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We introduce a new formal model in which a learning algorithm must combine a collection of potentially poor but statistically independent hypothesis functions in order to approxima...

Michael J. Kearns, H. Sebastian Seung

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