01484 a2200313 4500 OSt 20260729170145.0 260729b |||||||| |||| 00| 0 eng d 9783032206756 (pbk.) PU 006.3 PER Pereverzyev, Sergei, author. Introduction to artificial intelligence based on reproducing kernel Hilbert spaces / Sergei Pereverzyev. Reprint 2026 Cham, Switzerland : Birkhäuser, 2022. xiv, 152 p. : ill. ; 22 cm. Compact textbooks in mathematics. Includes bibliographical references and index. Introduction -- Learning in reproducing kernel Hilbert spaces and related integral operators -- Selected topics of the regularization theory -- Regularized learning in RKHS -- Examples of applications. Introduces statistical learning using reproducing kernel Hilbert spaces (RKHS) and regularization theory for the design and analysis of kernel-based artificial intelligence algorithms, with applications in supervised learning and biomedical problems. :contentReference[oaicite:1]{index=1} Mathematics Artificial intelligence. achine learning. Reproducing kernel Hilbert spaces. Kernel methods (Machine learning) Regularization (Statistics) Statistical learning. BK ddc 393259 393259 0 0 ddc 0 0 NFIC PU PU GEN 2026-07-27 3758 4156.00 0 006.3 PER 236218 2026-07-27 00:00:00 4156.00 2026-07-27 BK NBHM BOOKS 2026-2027