An Efficient Approach to Sparse Linear Discriminant Analysis

Luis Francisco Sanchez Merchante, Yves Grandvalet, Gerrad Govaert

We present a novel approach to the formulation and the resolution of sparse Linear Discriminant Analysis (LDA). Our proposal, is based on penalized Optimal Scoring. It has an exact…