Training Support Vector Machines using Coresets

Cenk Baykal, Lucas Liebenwein, Wilko Schwarting

We present a novel coreset construction algorithm for solving classification tasks using Support Vector Machines (SVMs) in a computationally efficient manner. A coreset is a weight…