Submodular Optimization for Efficient Semi-supervised Support Vector Machines

Wael Emara, Mehmed Kantardzic

In this work we present a quadratic programming approximation of the Semi-Supervised Support Vector Machine (S3VM) problem, namely approximate QP-S3VM, that can be efficiently solv…