Generic Multiplicative Methods for Implementing Machine Learning Algorithms on MapReduce

Song Liu, Peter Flach, Nello Cristianini

In this paper we introduce a generic model for multiplicative algorithms which is suitable for the MapReduce parallel programming paradigm. We implement three typical machine learn…