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Книга Harmonic and Applied Analysis Filippo De Mari

Harmonic and Applied Analysis

Автор: Filippo De Mari
Език: Английски език
Корици: С твърди корици
Издател: Springer Nature Switzerland AG
Наличност: Външен склад
Изпращаме след 10-18 дни
69.62 € 136.17 лв
Deep connections exist between harmonic and applied analysis and the diverse yet connected topics of...

Информация за книгата

Автор
Filippo De Mari
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2021
страници
320
EAN
9783030866631
ISBN
3030866637
Enbook ID
38438020
Издател
Springer Nature Switzerland AG
Теглоt
647
Размери
160 x 241 x 23

Пълно описание

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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