Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning

Morgan A. Schmitz, Matthieu Heitz, Nicolas Bonneel +5

This paper introduces a new nonlinear dictionary learning method for histograms in the probability simplex. The method leverages optimal transport theory, in the sense that our aim…