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The Christoffel–Darboux Kernel for Data Analysis
Engelsk
Bogcover for The Christoffel–Darboux Kernel for Data Analysis af Edouard Pauwels, Mihai Putinar, Jean Bernard Lasserre, 9781108838061
Specifikationer
Sprog:
Engelsk
Sider:
188
ISBN-13:
9781108838061
Indbinding:
Hardback
ISBN-10:
1108838065
Kategori:
Udg. Dato:
7 apr 2022
Størrelse i cm:
23,6 x 15,8 x 1,9
Serie:
Cambridge Monographs on Applied and Computational Mathematics
Oplagsdato:
7 apr 2022
Hardback 2022
Format:

Bog beskrivelse
The Christoffel–Darboux kernel, a central object in approximation theory, is shown to have many potential uses in modern data analysis, including applications in machine learning. This is the first book to offer a rapid introduction to the subject, illustrating the surprising effectiveness of a simple tool. Bridging the gap between classical mathematics and current evolving research, the authors present the topic in detail and follow a heuristic, example-based approach, assuming only a basic background in functional analysis, probability and some elementary notions of algebraic geometry. They cover new results in both pure and applied mathematics and introduce techniques that have a wide range of potential impacts on modern quantitative and qualitative science. Comprehensive notes provide historical background, discuss advanced concepts and give detailed bibliographical references. Researchers and graduate students in mathematics, statistics, engineering or economics will find new perspectives on traditional themes, along with challenging open problems.
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Specifikationer
Sprog:
Engelsk
Sider:
188
ISBN-13:
9781108838061
Indbinding:
Hardback
ISBN-10:
1108838065
Kategori:
Udg. Dato:
7 apr 2022
Størrelse i cm:
23,6 x 15,8 x 1,9
Serie:
Cambridge Monographs on Applied and Computational Mathematics
Oplagsdato:
7 apr 2022
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