Large Scale, Large Margin Classification using Indefinite Similarity Measures

Omid Aghazadeh, Stefan Carlsson

Despite the success of the popular kernelized support vector machines, they have two major limitations: they are restricted to Positive Semi-Definite (PSD) kernels, and their train…