An information theoretic formulation of the Dictionary Learning and Sparse Coding Problems on Statistical Manifolds

no code implementations • 23 Apr 2016 • Rudrasis Chakraborty, Monami Banerjee, Victoria Crawford, Baba C. Vemuri

In this work, we propose a novel information theoretic framework for dictionary learning (DL) and sparse coding (SC) on a statistical manifold (the manifold of probability distributions).

Dictionary Learning General Classification