An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev

• Autore: Pereverzyev, Sergei
• Pubblicazione: Cham, : Birkhäuser, : Springer, 2022
• Descrizione fisica: xiv, 152 p. : ill. ; 24 cm
• Soggetto topico: 62G05 - Nonparametric estimation [MSC 2020]; 65C20 - Probabilistic models, generic numerical methods in probability and statistics [MSC 2020]; 65J20 - Numerical solutions of ill-posed problems in abstract spaces; regularization [MSC 2020]; 68Q32 - Computational learning theory [MSC 2020]; 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020]
• Soggetto non controllato: Artificial Intelligence; Deep Learning; Examples; Integral operators; Learning theory; Linear regularization Tikhonov; RKHS deep neural networks; Ranking learning; Regression learning; Regularization theory; Reinforcement Learning; Reproducing Kernel Hilbert spaces; Statistical learning; Unsupervised Domain Adaptation
• Titolo autorizzato: Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00276167
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: https://doi.org/10.1007/978-3-030-98316-1
• Serie: Compact textbooks in mathematics Basel [etc.] . -Birkhäuser , 2013-