Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines

Masayuki Karasuyama, Naoyuki Harada, Masashi Sugiyama +1

An instance-weighted variant of the support vector machine (SVM) has attracted considerable attention recently since they are useful in various machine learning tasks such as non-s…