A prolegomenon to differential equations and variational methods on graphs /
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 en...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cambridge, United Kingdom ; New York, NY, USA :
Cambridge University Press,
2025.
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| Series: | Cambridge elements. Elements in non-local data interactions.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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.--Provided by publisher. |
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| Physical Description: | 1 online resource. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 1009346644 9781009346641 |
| DOI: | 10.1017/9781009346641 |