Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

Abstract: Support Vector Machines (SVMs) are vulnerable to targeted training ... In this work, we introduce a new approximation of LID called K-LID that uses kernel distance in the LID calculation, ...