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NIPS
2004
13 years 11 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...
HAIS
2010
Springer
13 years 10 months ago
Lattice Independent Component Analysis for Mobile Robot Localization
Ivan Villaverde, Borja Fernández-Gauna, Eka...