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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...

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Bibliographic Details
Main Author: Pereverzyev, Sergei (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Birkhäuser, [2022]
Series:Compact textbooks in mathematics.
Physical Description:
1 online resource : illustrations (some color).
Subjects:
Online Access:SpringerLink - Click here for access
Holdings details from CMU Electronic Access C502
Copy 1 CMU Electronic Access Available

Internet

SpringerLink - Click here for access