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COLT
2005
Springer

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A New Perspective on an Old Perceptron Algorithm

15 years 9 months ago

Abstract. We present a generalization of the Perceptron algorithm. The new algorithm performs a Perceptron-style update whenever the margin of an example is smaller than a predeﬁ...

Shai Shalev-Shwartz, Yoram Singer

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