A Flexible and Efficient Algorithm for Regularized Fisher Discriminant Analysis

Fisher linear discriminant analysis (LDA) and its kernel extension—kernel discriminant analysis (KDA)—are well known methods that consider dimensionality reduction and classification jointly. While wi