Subhajit Dutta

On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data

In high dimension, low sample size (HDLSS) settings, distance concentration phenomena affects the performance of several popular classifiers which are based on Euclidean distances. The behaviour of these classifiers in high dimensions is completely governed by the first and second order moments of t…