2 papers
cs.LG2021
Manifold optimization for non-linear optimal transport problems
Bamdev Mishra, N T V Satyadev, Hiroyuki Kasai +1
Optimal transport (OT) has recently found widespread interest in machine learning. It allows to define novel distances between probability measures, which have shown promise in sev…
cs.LG2020
Efficient Robust Optimal Transport with Application to Multi-Label Classification
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. In this work, we propose a novel…