A semi-supervised heat kernel pagerank MBO algorithm for data classification

DOI10.4310/CMS.2018.v16.n5.a4zbMath1407.62232OpenAlexW2592808544WikidataQ128725827 ScholiaQ128725827MaRDI QIDQ1633636

Andrea L. Bertozzi, Ekaterina Merkurjev, Fan R. K. Chung

Publication date: 20 December 2018

Published in: Communications in Mathematical Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4310/cms.2018.v16.n5.a4

zbMATH Keywords

classificationgraphsrandom walkthreshold dynamicsgraph Laplacianheat kernel pagerank

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Sums of independent random variables; random walks (60G50) Heat kernel (35K08)

Related Items (3)

Graph MBO on star graphs and regular trees. With corrections to DOI 10.1007/s00032-014-0216-8 ⋮ An MBO scheme for minimizing the graph Ohta-Kawasaki functional ⋮ Diffuse Interface Models on Graphs for Classification of High Dimensional Data

This page was built for publication: A semi-supervised heat kernel pagerank MBO algorithm for data classification