An introduction to artificial intelligence based on reproducing kernel Hilbert spaces / Sergei Pereverzyev.

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...

Full description

Bibliographic Details

Online Access:	Full Text (via Springer)
Main Author:	Pereverzyev, Sergei (Author)
Format:	eBook
Language:	English
Published:	Cham : Birkhäuser, [2022]
Series:	Compact textbooks in mathematics.
Subjects:	Hilbert space. Kernel functions. Artificial intelligence > Mathematics.