K-Deep Simplex: Deep Manifold Learning via Local Dictionaries

Pranay Tankala, Abiy Tasissa, James M. Murphy +1

We propose K-Deep Simplex(KDS) which, given a set of data points, learns a dictionary comprising synthetic landmarks, along with representation coefficients supported on a simplex.…