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An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev
An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev
Autore Pereverzyev, Sergei
Pubbl/distr/stampa Cham, : Birkhäuser, : Springer, 2022
Descrizione fisica xiv, 152 p. : ill. ; 24 cm
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
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNICAMPANIA-VAN0276167
Pereverzyev, Sergei  
Cham, : Birkhäuser, : Springer, 2022
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui
An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev
An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces / Sergei Pereverzyev
Autore Pereverzyev, Sergei
Pubbl/distr/stampa 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
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNICAMPANIA-VAN00276167
Pereverzyev, Sergei  
Cham, : Birkhäuser, : Springer, 2022
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui