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» On learning with dissimilarity functions

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ICML
1997
IEEE

131views Machine Learning» more ICML 1997»

Machine Learning by Function Decomposition

14 years 8 months ago

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Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Dems...

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ICPR
2010
IEEE

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Semi-Supervised Distance Metric Learning by Quadratic Programming

14 years 2 months ago

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This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...

Hakan Cevikalp

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COLING
2008

113views Computational Linguistics» more COLING 2008»

Metric Learning for Synonym Acquisition

13 years 9 months ago

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The distance or similarity metric plays an important role in many natural language processing (NLP) tasks. Previous studies have demonstrated the effectiveness of a number of metr...

Nobuyuki Shimizu, Masato Hagiwara, Yasuhiro Ogawa,...

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COLT
1999
Springer

121views Machine Learning» more COLT 1999»

On the Intrinsic Complexity of Learning Recursive Functions

14 years 6 days ago

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Efim B. Kinber, Christophe Papazian, Carl H. Smith...

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