Neighbor Embeddings Using Unbalanced Optimal Transport Metrics

Muhammad Rana, Keaton Hamm

This paper proposes the use of the Hellinger--Kantorovich metric from unbalanced optimal transport (UOT) in a dimensionality reduction and learning (supervised and unsupervised) pi…