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The Christoffel–Darboux Kernel for Data Analysis
Language: en
Pages: 186
Authors: Jean Bernard Lasserre
Categories: Computers
Type: BOOK - Published: 2022-04-07 - Publisher: Cambridge University Press

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The Christoffel–Darboux kernel, a central object in approximation theory, is shown to have many potential uses in modern data analysis, including applications
The Christoffel–Darboux Kernel for Data Analysis
Language: en
Pages: 185
Authors: Jean Bernard Lasserre
Categories: Computers
Type: BOOK - Published: 2022-04-07 - Publisher: Cambridge University Press

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This accessible overview introduces the Christoffel-Darboux kernel as a novel, simple and efficient tool in statistical data analysis.
Polynomial Optimization, Moments, and Applications
Language: en
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Authors: Michal Kočvara
Categories: Mathematics
Type: BOOK - Published: 2024-01-28 - Publisher: Springer Nature

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Polynomial optimization is a fascinating field of study that has revolutionized the way we approach nonlinear problems described by polynomial constraints. The
Discrete Variational Problems with Interfaces
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Authors: Roberto Alicandro
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Type: BOOK - Published: 2023-12-31 - Publisher: Cambridge University Press

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Many materials can be modeled either as discrete systems or as continua, depending on the scale. At intermediate scales it is necessary to understand the transi
Quasi-Interpolation
Language: en
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Authors: Martin Buhmann
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Delve into an in-depth description and analysis of quasi-interpolation, starting from various areas of approximation theory.