A Convex formulation for linear discriminant analysis

Sai Vijay Kumar Surineela, Prathyusha Kanakamalla, Harigovind Harikumar +1

We present a supervised dimensionality reduction technique called Convex Linear Discriminant Analysis (ConvexLDA). The proposed model optimizes a multi-objective cost function by b…