42 citations · 55 across the 2 of their papers we have counts for
2 papers
stat.CO2018★ 13 cited
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers
Max Sommerfeld, Jörn Schrieber, Yoav Zemel +1
We propose a simple subsampling scheme for fast randomized approximate computation of optimal transport distances. This scheme operates on a random subset of the full data and can…
math.OC2016★ 42 cited
DOTmark - A Benchmark for Discrete Optimal Transport
Jörn Schrieber, Dominic Schuhmacher, Carsten Gottschlich
The Wasserstein metric or earth mover's distance (EMD) is a useful tool in statistics, machine learning and computer science with many applications to biological or medical imaging…