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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
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| Cham, : Birkhäuser, : Springer, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Detection of random signals in dependent gaussian noise / Antonio F. Gualtierotti
| Detection of random signals in dependent gaussian noise / Antonio F. Gualtierotti |
| Autore | Gualtierotti, Antonio F. |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XXXIV, 1176 p. : ill. ; 24 cm |
| Soggetto topico |
60G15 - Gaussian processes [MSC 2020]
60H05 - Stochastic integrals [MSC 2020] 60-XX - Probability theory and stochastic processes [MSC 2020] 60H10 - Stochastic ordinary differential equations [MSC 2020] 46E22 - Hilbert spaces with reproducing kernels (= [proper] functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) [MSC 2020] 60G35 - Signal detection and filtering (aspects of stochastic processes) [MSC 2020] 60G30 - Continuity and singularity of induced measures [MSC 2020] 60B11 - Probability theory on linear topological spaces [MSC 2020] 60G25 - Prediction theory (aspects of stochastic processes) [MSC 2020] 62M07 - Non-Markovian processes: hypothesis testing [MSC 2020] 94A13 - Detection theory in information and communication theory [MSC 2020] |
| Soggetto non controllato |
Cramér-Hida representations
Dependent signals with arbitrary laws Girsanov‘s theory Goursat processes Information and communication, circuits Prediction processes Reproducing Kernel Hilbert spaces Signal detection Uniqueness class of continuous local martingales |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113725 |
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Gualtierotti, Antonio F.
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Extensions of positive definite functions : applications and their harmonic analysis / Palle Jorgensen, Steen Pedersen, Feng Tian
| Extensions of positive definite functions : applications and their harmonic analysis / Palle Jorgensen, Steen Pedersen, Feng Tian |
| Autore | Jorgensen, Palle E. T. |
| Pubbl/distr/stampa | [Cham], : Springer, 2016 |
| Descrizione fisica | XXVI, 231 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Pedersen, Steen
Tian, Feng |
| Soggetto topico | 43-XX - Abstract harmonic analysis [MSC 2020] |
| Soggetto non controllato |
Completely monotone functions
Gaussian processes Gelfand Triples Pontryagin-Bochner duality Positive definite functions Reproducing Kernel Hilbert spaces Spectral Theory Unbounded operator Unitary representations von Neumann’s theory of deficiency indices |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0107471 |
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Jorgensen, Palle E. T.
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| [Cham], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Operator theory / Daniel Alpay editor
| Operator theory / Daniel Alpay editor |
| Pubbl/distr/stampa | Basel, : Springer, 2015 |
| Descrizione fisica | XIX, 1860 p. : ill. ; 24 cm |
| Soggetto topico |
47-XX - Operator theory [MSC 2020]
46-XX - Functional analysis [MSC 2020] 30-XX - Functions of a complex variable [MSC 2020] 93-XX - Systems theory; control [MSC 2020] |
| Soggetto non controllato |
Indefinite Inner product spaces
Infinite dimensional analysis Noncommutative analysis Reproducing Kernel Hilbert spaces Schur analysis de Branges spaces |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113199 |
| Basel, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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