9783642249389 - lectures on gaussian processes di lifshits, mikhail (12 risultati)

Lingua: Inglese
Editore: Springer, 2012
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Lingua: Inglese
Editore: Springer 2012-01, 2012
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Lingua: Inglese
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Condizione: New. pp. 132.

Lingua: Inglese
Editore: Springer Berlin Heidelberg, 2012
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Lingua: Inglese
Editore: Springer Verlag, 2012
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Paperback. Condizione: Brand New. 2012 edition. 131 pages. 8.75x6.00x0.25 inches. In Stock.

Lingua: Inglese
Editore: Springer, Springer Vieweg, 2012
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as S…tatistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle. The brevity being a priority for teaching and learning purposes, certain technical details and proofs are omitted. The later chapters touch important recent issues not sufficiently reflected in the literature, such as small deviations, expansions, and quantization of processes. In university teaching, one can build a one-semester advanced course upon these Briefs.
Altre immaginiLingua: Inglese
Editore: Springer, 2012
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Da: preigu, Osnabrück, Germaniapreigu
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Taschenbuch. Condizione: Neu. Lectures on Gaussian Processes | Mikhail Lifshits | Taschenbuch | SpringerBriefs in Mathematics | x | Englisch | 2012 | Springer | EAN 9783642249389 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: pr…eigu.

Lingua: Inglese
Editore: Springer, 2012
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Lingua: Inglese
Editore: Springer Berlin Heidelberg Jan 2012, 2012
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical d…omains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle. The brevity being a priority for teaching and learning purposes, certain technical details and proofs are omitted. The later chapters touch important recent issues not sufficiently reflected in the literature, such as small deviations, expansions, and quantization of processes. In university teaching, one can build a one-semester advanced course upon these Briefs. 132 pp. Englisch.

Lingua: Inglese
Editore: Springer, 2012
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Condizione: New. Print on Demand pp. 132 49:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Gloss Lam.

Lingua: Inglese
Editore: Springer, 2012
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Condizione: New. PRINT ON DEMAND pp. 132.

Lingua: Inglese
Editore: Springer, Springer Vieweg Jan 2012, 2012
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domai…ns such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle. The brevity being a priority for teaching and learning purposes, certain technical details and proofs are omitted. The later chapters touch important recent issues not sufficiently reflected in the literature, such assmall deviations, expansions, and quantization of processes. In university teaching, one can build a one-semester advanced course upon these Briefs.¿Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 132 pp. Englisch.