{"product_id":"9783030866631","title":"Applied and Numerical Harmonic Analysis: From Radon Transforms to Machine Learning","description":"\u003ch1\u003eApplied and Numerical Harmonic Analysis: From Radon Transforms to Machine Learning\u003c\/h1\u003e \u003ch2\u003eDe Mari, Filippo; De Vito, Ernesto\u003c\/h2\u003e \u003cp\u003eDeep 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.  \u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Birkhäuser\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-12-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030866631\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-86664-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 302\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806410862732,"sku":"9783030866631","price":125.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030866631.jpg?v=1775740956","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030866631","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}