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A Prolegomenon to Differential Equations and Variational Methods on Graphs : Elements in Non-local Data Interactions: Foundations and Applications - Yves van Gennip

A Prolegomenon to Differential Equations and Variational Methods on Graphs

By: Yves van Gennip, Jeremy Budd

Hardcover | 27 February 2025

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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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