Recent Advances and Trends in Large-Scale Kernel Methods

Hisashi Kashima, Tsuyoshi Idé, Tsuyoshi Kato, Masashi Sugiyama

Abstract: Kernel methods such as the support vector machine are one of the most successful algorithms in modern machine learning. Their advantage is that linear …