Fast kernel classifiers with online and active learning

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Atıf İçin Kopyala

Bordes A., Ertekin Ş. , Weston J., Bottou L.

JOURNAL OF MACHINE LEARNING RESEARCH, cilt.6, ss.1579-1619, 2005 (SCI İndekslerine Giren Dergi)

• Cilt numarası: 6
• Basım Tarihi: 2005
• Dergi Adı: JOURNAL OF MACHINE LEARNING RESEARCH
• Sayfa Sayıları: ss.1579-1619

Özet

Very high dimensional learning systems become theoretically possible when training examples are abundant. The computing cost then becomes the limiting factor. Any efficient learning algorithm should at least take a brief look at each example. But should all examples be given equal attention?