Fast Prediction for Large-Scale Kernel Machines

NeurIPS 2014 Cho-Jui HsiehSi SiInderjit S. Dhillon

Kernel machines such as kernel SVM and kernel ridge regression usually construct high quality models; however, their use in real-world applications remains limited due to the high prediction cost. In this paper, we present two novel insights for improving the prediction efficiency of kernel machines... (read more)

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