The Kernelized Stochastic Batch Perceptron

Details The Kernelized Stochastic Batch Perceptron The Kernelized Stochastic Batch Perceptron

2012-04-03

arxiv.org/abs/1204.0566v1

Computer Science

Learning

Scientific paper

We present a novel approach for training kernel Support Vector Machines,
establish learning runtime guarantees for our method that are better then those
of any other known kernelized SVM optimization approach, and show that our
method works well in practice compared to existing alternatives.

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