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



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Autore: Pereverzyev, Sergei Visualizza persona
Titolo: An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev Visualizza cluster
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  Visualizza cluster
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
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Serie: Compact textbooks in mathematics Basel [etc.] . -Birkhäuser , 2013-