Efficient discriminative learning of parametric nearest neighbor classifiers

Efficient discriminative learning of parametric nearest neighbor classifiers

Linear SVMs are efficient in both training and testing, however the data in real applications is rarely linearly separable. Non-linear kernel SVMs are too computationally intensive for applications with large-scale data sets. Recently locally linear classifiers have gained popularity due to their ef...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Zhang, Z, Sturgess, P, Sengupta, S, Crook, N, Torr, PHS
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	IEEE 2012

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