powerset construction algorithm for machine learning
Largescale Data Mining MapReduce and Beyond. MapReduce for Machine Learning MapReduce: simple parallel framework for learning More difficult to parallelize machine learning algorithms using many existing parallel languages,, Orca, Occam ABCL, SNOW, MPI and PARLOG Key observations: many learning algorithms can be written as summation forms [Chu et al., NIPS 2006]