Linear Discriminant Analysis with Gradient Optimization

Cencheng Shen, Yuexiao Dong

Linear discriminant analysis (LDA) is a fundamental classification and dimension reduction method that achieves Bayes optimality under Gaussian mixture, but often struggles in high…