Zum Hauptinhalt springen Zur Suche springen Zur Hauptnavigation springen
Haben Sie Fragen? Einfach anrufen, wir helfen gerne: Tel. 089/210233-0
oder besuchen Sie unser Ladengeschäft in der Pacellistraße 5 (Maxburg) 80333 München
+++ Versandkostenfreie Lieferung innerhalb Deutschlands
Haben Sie Fragen? Tel. 089/210233-0

An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces

48,14 €*

Versandkostenfrei

Produktnummer: 187c70ca54cf644ecda7fc989e24860142
Produktinformationen "An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces"
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. The author demonstrates how the concept of reproducing kernel Hilbert Spaces (RKHS), accompanied with tools from regularization theory, can be effectively used in the design and justification of kernel learning algorithms, which can address problems in several areas of artificial intelligence. Also provided is a detailed description of two biomedical applications of the considered algorithms, demonstrating how close the theory is to being practically implemented.Among the book’s several unique features is its analysis of a large class of algorithms of the Learning Theory that essentially comprise every linear regularization scheme, including Tikhonov regularization as a specific case. It also provides a methodology for analyzing not only different supervised learning problems, such as regression or ranking, but also different learning scenarios, such as unsupervised domain adaptation or reinforcement learning. By analyzing these topics using the same theoretical framework, rather than approaching them separately, their presentation is streamlined and made more approachable.An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces is an ideal resource for graduate and postgraduate courses in computational mathematics and data science.
Bücherregal gefüllt mit juristischen Werken

Sie möchten lieber vor Ort einkaufen?

Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.

Juristische Fachbuchhandlung
Georg Blendl

Parcellistraße 5 (Maxburg)
8033 München

Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen