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Harmonic and Applied Analysis
- From Radon Transforms to Machine Learning
Engelsk Paperback
Harmonic and Applied Analysis
- From Radon Transforms to Machine Learning
Engelsk Paperback

1.097 kr
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Om denne bog
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.  
Product detaljer
Sprog:
Engelsk
Sider:
302
ISBN-13:
9783030866662
Indbinding:
Paperback
Udgave:
ISBN-10:
3030866661
Udg. Dato:
15 dec 2022
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
15 dec 2022
Forfatter(e):
Kategori sammenhænge