AI RESEARCH
Streaming Sliced Optimal Transport
arXiv CS.LG
•
ArXi:2505.06835v4 Announce Type: replace Sliced optimal transport (SOT), or sliced Wasserstein (SW) distance, is widely recognized for its statistical and computational scalability. In this work, we further enhance computational scalability by proposing the first method for estimating SW from sample streams, called streaming sliced Wasserstein (Stream-SW). To define Stream-SW, we first