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» On learning with dissimilarity functions
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ICML
1997
IEEE
16 years 2 months ago
Machine Learning by Function Decomposition
Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Dems...
127
Voted
ICPR
2010
IEEE
15 years 9 months ago
Semi-Supervised Distance Metric Learning by Quadratic Programming
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
COLING
2008
15 years 3 months ago
Metric Learning for Synonym Acquisition
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,...
127
Voted
COLT
1999
Springer
15 years 6 months ago
On the Intrinsic Complexity of Learning Recursive Functions
Efim B. Kinber, Christophe Papazian, Carl H. Smith...
98
Voted
COLT
1993
Springer
15 years 6 months ago
On the Complexity of Function Learning
Peter Auer, Philip M. Long, Wolfgang Maass, Gerhar...