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An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces, Pereverzyev


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Автор: Pereverzyev
Название:  An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces
ISBN: 9783030983154
Издательство: Springer
Классификация:


ISBN-10: 3030983153
Обложка/Формат: Soft cover
Страницы: 152
Вес: 0.32 кг.
Дата издания: 01.06.2022
Серия: Compact Textbooks in Mathematics
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 4 tables, color; 6 illustrations, color; 2 illustrations, black and white; xiv, 152 p. 8 illus., 6 illus. in color.; 4 tables, color; 6 illustrations,
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This textbook provides an in-depth exploration of statistical learning with reproducing kernels, an active area of research that can shed light on trends associated with deep neural networks.


Elements of hilbert spaces and operator theory

Автор: Vasudeva, Harkrishan Lal
Название: Elements of hilbert spaces and operator theory
ISBN: 9811030197 ISBN-13(EAN): 9789811030192
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Properties of the spectrum of different classes of operators, such as normal operators, self-adjoint operators, unitaries, isometries and compact operators have been discussed.

A Primer on Hilbert Space Theory

Автор: Carlo Alabiso; Ittay Weiss
Название: A Primer on Hilbert Space Theory
ISBN: 3319353519 ISBN-13(EAN): 9783319353517
Издательство: Springer
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Цена: 9794.00 р.
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Описание: This introduction to Hilbert space will equip the reader for more demanding further study. It builds a pedagogic bridge between the rigorous style of mathematics and the more practical perspective of physicists.

Автор: Alabiso Carlo, Weiss Ittay
Название: A Primer on Hilbert Space Theory: Linear Spaces, Topological Spaces, Metric Spaces, Normed Spaces, and Topological Groups
ISBN: 3030674193 ISBN-13(EAN): 9783030674199
Издательство: Springer
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Цена: 7965.00 р.
Наличие на складе: Есть (1 шт.)
Описание: This book offers an essential introduction to the theory of Hilbert space, a fundamental tool for non-relativistic quantum mechanics.

Hilbert Spaces and Operator Theory

Автор: W. Mlak
Название: Hilbert Spaces and Operator Theory
ISBN: 079231042X ISBN-13(EAN): 9780792310426
Издательство: Springer
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Цена: 15372.00 р.
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Reproducing Kernels and their Applications

Автор: S. Saitoh; Daniel Alpay; Joseph A. Ball; Takeo Ohs
Название: Reproducing Kernels and their Applications
ISBN: 1441948090 ISBN-13(EAN): 9781441948090
Издательство: Springer
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Цена: 19564.00 р.
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Описание: The First International Congress of the International Society for Analysis, its Applications and Computations (ISAAC`97) was held at the University of Delaware from 3 to 7 June 1997. Rather than restricting the papers to Congress participants, we asked the Ieading mathematicians in the field of the theory of reproducing kern eIs to submit papers.

Functional Analysis

Автор: Muscat Joseph
Название: Functional Analysis
ISBN: 3319067273 ISBN-13(EAN): 9783319067278
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Functional Analysis

An Introduction to the Theory of Reproducing Kernel Hilbert Spaces

Автор: Paulsen
Название: An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
ISBN: 1107104092 ISBN-13(EAN): 9781107104099
Издательство: Cambridge Academ
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Цена: 9979.00 р.
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Описание: Covering the fundamental underlying theory as well as a range of applications, this unique text provides a unified overview of reproducing kernel Hilbert spaces. It offers an unrivalled and accessible introduction to the field, ideal for graduate students and researchers working in functional analysis or its applications.

Reproducing Kernel Spaces and Applications

Автор: Daniel Alpay
Название: Reproducing Kernel Spaces and Applications
ISBN: 3034894309 ISBN-13(EAN): 9783034894302
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The notions of positive functions and of reproducing kernel Hilbert spaces play an important role in various fields of mathematics, such as stochastic processes, linear systems theory, operator theory, and the theory of analytic functions.

Theory of Reproducing Kernels and Applications

Автор: Saitoh Saburou, Sawano Yoshihiro
Название: Theory of Reproducing Kernels and Applications
ISBN: 9811091846 ISBN-13(EAN): 9789811091841
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Includes practical exercises on qualitative tests for carbohydrates, proteins, amino acids, lipids and non-protein nitrogenous substances, qualitative and quantitative analysis of urine and of various body fluids, quantitative estimation of various metabolites in serum/plasma, and estimation of various serum diagnostic enzymes.

Автор: Saitoh, Saburou
Название: Integral Transforms, Reproducing Kernels and Their Applications
ISBN: 0582317584 ISBN-13(EAN): 9780582317581
Издательство: Taylor&Francis
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Цена: 27562.00 р.
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Theory of Reproducing Kernels and Applications

Автор: Saitoh
Название: Theory of Reproducing Kernels and Applications
ISBN: 981100529X ISBN-13(EAN): 9789811005299
Издательство: Springer
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Цена: 15372.00 р.
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Описание:

This book provides a large extension of the general theory of reproducing kernels published by N. Aronszajn in 1950, with many concrete applications.
In Chapter 1, many concrete reproducing kernels are first introduced with detailed information. Chapter 2 presents a general and global theory of reproducing kernels with basic applications in a self-contained way. Many fundamental operations among reproducing kernel Hilbert spaces are dealt with. Chapter 2 is the heart of this book.
Chapter 3 is devoted to the Tikhonov regularization using the theory of reproducing kernels with applications to numerical and practical solutions of bounded linear operator equations.
In Chapter 4, the numerical real inversion formulas of the Laplace transform are presented by applying the Tikhonov regularization, where the reproducing kernels play a key role in the results.
Chapter 5 deals with ordinary differential equations; Chapter 6 includes many concrete results for various fundamental partial differential equations. In Chapter 7, typical integral equations are presented with discretization methods. These chapters are applications of the general theories of Chapter 3 with the purpose of practical and numerical constructions of the solutions.
In Chapter 8, hot topics on reproducing kernels are presented; namely, norm inequalities, convolution inequalities, inversion of an arbitrary matrix, representations of inverse mappings, identifications of nonlinear systems, sampling theory, statistical learning theory and membership problems. Relationships among eigen-functions, initial value problems for linear partial differential equations, and reproducing kernels are also presented. Further, new fundamental results on generalized reproducing kernels, generalized delta functions, generalized reproducing kernel Hilbert spaces, andas well, a general integral transform theory are introduced.
In three Appendices, the deep theory of Akira Yamada discussing the equality problems in nonlinear norm inequalities, Yamada's unified and generalized inequalities for Opial's inequalities and the concrete and explicit integral representation of the implicit functions are presented.
Artificial Mind System

Автор: Tetsuya Hoya
Название: Artificial Mind System
ISBN: 3642424724 ISBN-13(EAN): 9783642424724
Издательство: Springer
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Цена: 20962.00 р.
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Описание: "Artificial Mind System" exposes the reader to a broad spectrum of interesting areas in general brain science and mind-oriented studies. With a view that "the mind is a system always evolving", ideas inspired by many branches of studies related to brain science are integrated within the text, i.e.


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