Learning Theory

Name: Learning Theory
Brand: Cambridge University Press
SKU: 9780521865593
Price: 584.21 RON
Availability: InStock

An Approximation Theory Viewpoint

Autor: Felipe Cucker

Limbă:

Legare: Copertă tare

Editura: Cambridge University Press

Disponibilitate: În depozitul extern

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584.21 lei

The goal of learning theory is to approximate a function from sample values. To attain this goal lea...

Informații despre carte

Autor

Felipe Cucker

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2007

Pagini

238

EAN

9780521865593

ISBN

052186559X

Enbook ID

04443712

Editura

Cambridge University Press

Greutate

498

Dimensiuni

160 x 236 x 17

Descriere completă

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.

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Learning Theory

An Approximation Theory Viewpoint

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