Harmonic and Applied Analysis: From Radon Transforms to Machine Learning - Couverture souple

 
9783030866662: Harmonic and Applied Analysis: From Radon Transforms to Machine Learning
Couverture souple
ISBN 10 : 3030866661 ISBN 13 : 9783030866662
Editeur : Birkhäuser, 2022

Synopsis

Deep connections exist between harmonic and applied analysis and the diverse yet connected topics of machine learning, data analysis, and imaging science.  This volume explores these rapidly growing areas and features contributions presented at the second and third editions of the Summer Schools on Applied Harmonic Analysis, held at the University of Genova in 2017 and 2019.  Each chapter offers an introduction to essential material and then demonstrates connections to more advanced research, with the aim of providing an accessible entrance for students and researchers.  Topics covered include ill-posed problems; concentration inequalities; regularization and large-scale machine learning; unitarization of the radon transform on symmetric spaces; and proximal gradient methods for machine learning and imaging.  

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Éditeur
Birkhäuser
Date d'édition
2022
Langue
anglais
ISBN 10 
3030866661
ISBN 13 
9783030866662
Reliure
Broché
Nombre de pages
320
Éditeur
De Mari Filippo, De Vito Ernesto
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783030866631: Harmonic and Applied Analysis: From Radon Transforms to Machine Learning

Edition présentée

ISBN 10 :  3030866637 ISBN 13 :  9783030866631
Editeur : Springer Nature Switzerland AG, 2021
Couverture rigide