People mover's distance: class level geometry using fast pairwise data adaptive transportation costs

DOI10.1016/J.ACHA.2018.10.002zbMath1417.90049arXiv1707.00514OpenAlexW2964005148WikidataQ129117469 ScholiaQ129117469MaRDI QIDQ2424636

Harlan M. Krumholz, Brita Roy, Carley Riley, Alexander Cloninger

Publication date: 25 June 2019

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1707.00514

zbMATH Keywords

Earth movers' distancefast pairwise distribution distancehierarchical features of distributions

Mathematics Subject Classification ID

Programming involving graphs or networks (90C35) Clustering in the social and behavioral sciences (91C20) Traffic problems in operations research (90B20)

Related Items (2)

A low discrepancy sequence on graphs ⋮ Supervised learning of sheared distributions using linearized optimal transport

Uses Software

• EMD

Cites Work

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• Hölder-Lipschitz norms and their duals on spaces with semigroups, with applications to earth mover's distance
• Sampling, denoising and compression of matrices by coherent matrix organization
• The earth mover's distance as a metric for image retrieval
• Diffusion maps
• The Masking Breakdown Point of Multivariate Outlier Identification Rules

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