A Foray into Parallel Optimisation Algorithms for High Dimension Low Sample Space Generalized Distance Weighted Discrimination problems

Srivathsan Amruth, Xin Yee Lam

In many modern data sets, High dimension low sample size (HDLSS) data is prevalent in many fields of studies. There has been an increased focus recently on using machine learning a…