Proximal Methods for Sparse Optimal Scoring and Discriminant Analysis

Summer Atkins, Gudmundur Einarsson, Brendan Ames +1

Linear discriminant analysis (LDA) is a classical method for dimensionality reduction, where discriminant vectors are sought to project data to a lower dimensional space for optima…