2 papers
cs.GR2025
SPreV
Srivathsan Amruth
SPREV, short for hyperSphere Reduced to two-dimensional Regular Polygon for Visualisation, is a novel dimensionality reduction technique developed to address the challenges of redu…
math.OC2023
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…