Title: A Prolegomenon to Differential Equations and Variational Methods on Graphs (Elements in Non-local Data Interactions: Foundations and Applications)
Publisher: Cambridge University Press
Publication Date: 2025
Language: English
ISBN 10: 1009494651
ISBN 13: 9781009494656
Binding: Hardcover
Condition: New

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Synopsis

The use of differential equations on graphs as a framework for the mathematical analysis of images emerged about fifteen years ago and since then it has burgeoned, and with applications also to machine learning. The authors have written a bird's eye view of theoretical developments that will enable newcomers to quickly get a flavour of key results and ideas. Additionally, they provide an substantial bibliography which will point readers to where fuller details and other directions can be explored. This title is also available as open access on Cambridge Core.

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