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Harmonic and Applied Analysis: From Radon Transforms to Machine Learning (Applied and Numerical Harmonic Analysis) - Softcover
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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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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Harmonic and Applied Analysis: From Radon Transforms to Machine Learning (Applied and Numerical Harmonic Analysis)
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HARMONIC AND APPLIED ANALYSIS FROM RADON TRANSFORMS TO MACHINE LEARNING (PB 2021)
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Harmonic and Applied Analysis
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 320 pp. Englisch. Seller Inventory # 9783030866662
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Harmonic and Applied Analysis
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Explores mathematical connections between harmonic analysis and machine learning, data analysis, and imaging scienceOffers a current and accessible entrance into cutting-edge research in the data sciencesFeatures contributions from the 2017. Seller Inventory # 758765978
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Harmonic and Applied Analysis: From Radon Transforms to Machine Learning (Applied and Numerical Harmonic Analysis)
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030866662
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Harmonic and Applied Analysis: From Radon Transforms to Machine Learning (Applied and Numerical Harmonic Analysis)
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Harmonic and Applied Analysis | From Radon Transforms to Machine Learning
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Taschenbuch. Condition: Neu. Harmonic and Applied Analysis | From Radon Transforms to Machine Learning | Filippo De Mari (u. a.) | Taschenbuch | Applied and Numerical Harmonic Analysis | xv | Englisch | 2022 | Springer | EAN 9783030866662 | Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 125821793