Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis

Reducing the dimensionality of data without losing intrinsic information is an important preprocessing step in high-dimensional data analysis. Fisher discriminant analysis (FDA) is a traditional te...