RankMap Project.
Paper "RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets", can be found here: http://arxiv.org/abs/1503.08169
Source codes:
Column Subset Selection-based (CCS) Transformation: Random Sampling (a.k.a Nystrom) Adaptive Sampling
Iterative Learninmg Algorithms: Least squares minimization with L1 Penalty (a.k.a LASSO regularization) Power iteration for sigular value decomposition
Orthogonal Matching Pursuit (OMP)