SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections

Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi

Supervised dimensionality reduction strategies have been of great interest. However, current supervised dimensionality reduction approaches are difficult to scale for situations ch…