Kernel-Based Methods: Milestones and New Trends (Cambridge Monographs on Applied and Computational Mathematics, Series Number 46) - Hardcover

De Marchi, Stefano; Marchetti, Francesco; Perracchione, Emma

Hardcover

ISBN 10: 100976912X ISBN 13: 9781009769129

Verlag: Cambridge University Press, 2026

Inhaltsangabe

Kernel methods remain a vibrant research area: this text carefully guides readers from foundational concepts to current research trends.

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Über die Autorinnen und Autoren

Stefano De Marchi is Full Professor of Numerical Analysis at the University of Padova. He has authored more than 150 publications and is the managing editor of the open-access journal Dolomites Research Notes on Approximation. He is the founder of the Italian Network on Approximation and one of the discoverers of the so-called Padua points.

Francesco Marchetti is Assistant Professor of Numerical Analysis at the University of Padova. His research lies at the intersection of approximation theory and machine learning, focusing on kernel methods and polynomial and RBF interpolation, with applications to medical imaging and space weather forecasting, within national and international research projects.

Emma Perracchione is Associate Professor at Politecnico di Torino. Her research focuses on approximation theory and its applications to solar physics, such as astronomical imaging. She is currently Principal Investigator of the GOSSIP project (Greedy Optimal Sampling for Solar Inverse Problems), funded by the Italian Ministry of Universities and Research.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 100976912X
• ISBN 13: 9781009769129
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 242
• Kontakt zum Hersteller: Cambridge University Press; https://www.cambridge.org/; ; Via Honduras,15; Pomezia; Italia; 71; Italien