Efficient learning of neighbor representations for boundary trees and forests

Tharindu Adikari, Stark C. Draper

We introduce a semiparametric approach to neighbor-based classification. We build off the recently proposed Boundary Trees algorithm by Mathy et al.(2015) which enables fast neighb…