Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning

Robin Vogel, Aurélien Bellet, Stephan Clémençon +2

The development of cluster computing frameworks has allowed practitioners to scale out various statistical estimation and machine learning algorithms with minimal programming effor…