Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications

Scott Bruce, Zeda Li, Hsiang-Chieh Yang +1

Dramatic increases in the size and complexity of modern datasets have made traditional "centralized" statistical inference prohibitive. In addition to computational challenges asso…