Del i serien Elements in Non-local Data Interactions: Foundations and Applications

A Prolegomenon to Differential Equations and Variational Methods on Graphs

Inbunden, Engelska, 2025

AvYves van Gennip,Jeremy Budd

1 189 kr

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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.

Produktinformation

Utgivningsdatum2025-02-27
Mått160 x 235 x 10 mm
Vikt282 g
FormatInbunden
SpråkEngelska
SerieElements in Non-local Data Interactions: Foundations and Applications
Antal sidor100
FörlagCambridge University Press
ISBN9781009494656

Tillhör följande kategorier

1. Introduction; 2. History and literature overview; 3. Calculus on undirected edge-weighted graphs; 4. Directed graphs; 5. The graph Ginzburg–Landau functional; 6. Spectrum of the graph Laplacians; 7. Gradient flow: Allen–Cahn; 8. Merriman–Bence–Osher scheme; 9. Graph curvature and mean curvature flow; 10. Freezing of Allen–Cahn, MBO, and mean curvature flow; 11. Multiclass extensions; 12. Laplacian learning and Poisson learning; 13. Conclusions; Bibliography.

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