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

Rudrasis Chakraborty, Monami Banerjee, Victoria Crawford +1

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 distribu…