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A Duality-Based Proof of the Triangle Inequality for the Wasserstein Distances

Authors :
Golse, François
Publication Year :
2023

Abstract

This short note gives a proof of the triangle inequality based on the Kantorovich duality formula for the Wasserstein distances of exponent $p\in[1,+\infty)$ in the case of a general Polish space. In particular it avoids the "glueing of couplings" procedure used in most textbooks on optimal transport.<br />Comment: 10 pages, no figure

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2308.03133
Document Type :
Working Paper