NPSVC++: Nonparallel Classifiers Encounter Representation Learning
NPSVC++: Nonparallel Classifiers Encounter Representation Learning
This paper focuses on a specific family of classifiers called nonparallel support vector classifiers (NPSVCs). Different from typical classifiers, the training of an NPSVC involves the minimization of multiple objectives, resulting in the potential concerns of feature suboptimality and class dependency. Consequently, no effective learning scheme has been established to …