Supervised t-Distributed Stochastic Neighbor Embedding for Data Visualization and Classification

We propose a novel supervised dimension-reduction method called supervised t-distributed stochastic neighbor embedding (St-SNE) that achieves dimension reduction by preserving the similarities of d...