Manifold optimization for non-linear optimal transport problems

1 code implementation • 1 Mar 2021 • Bamdev Mishra, N T V Satyadev, Hiroyuki Kasai, Pratik Jawanpuria

In this work, we discuss how to computationally approach general non-linear OT problems within the framework of Riemannian manifold optimization.

Efficient Robust Optimal Transport with Application to Multi-Label Classification

2 code implementations • 22 Oct 2020 • Pratik Jawanpuria, N T V Satyadev, Bamdev Mishra

Optimal transport (OT) is a powerful geometric tool for comparing two distributions and has been employed in various machine learning applications.

Multi-class Classification Multi-Label Classification +1