A Unified Parallel Algorithm for Regularized Group PLS Scalable to Big Data

Pierre Lafaye de Micheaux, Benoit Liquet, Matthew Sutton

Partial Least Squares (PLS) methods have been heavily exploited to analyse the association between two blocs of data. These powerful approaches can be applied to data sets where th…