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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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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 |
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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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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 |
46E22 - Hilbert spaces with reproducing kernels (= [proper] functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) [MSC 2020]
60-XX - Probability theory and stochastic processes [MSC 2020] 60B11 - Probability theory on linear topological spaces [MSC 2020] 60G15 - Gaussian processes [MSC 2020] 60G25 - Prediction theory (aspects of stochastic processes) [MSC 2020] 60G30 - Continuity and singularity of induced measures [MSC 2020] 60G35 - Signal detection and filtering (aspects of stochastic processes) [MSC 2020] 60H05 - Stochastic integrals [MSC 2020] 60H10 - Stochastic ordinary differential equations [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-VAN00113725 |
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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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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-VAN00107471 |
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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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Matrix and Operator Equations and Applications / Mohammad Sal Moslehian editors
| Matrix and Operator Equations and Applications / Mohammad Sal Moslehian editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | x, 765 p. : ill. ; 24 cm |
| Soggetto non controllato |
Berezin number
Daugaet equations Differential equations Generalized inverse Graph groupoids Log-majorization Matrix equations Matrix polynomial equations Matrix quadratic equations Numerical range Operator Equations Operator Mean Quaternion matrix equations Reproducing Kernel Hilbert spaces Singular integral operator with shifts Split quaternion Sylvester equations Variational problem Volterra-Fredholm integral equations Yang-Baxter-like matrix equations |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0279531 |
| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Matrix and Operator Equations and Applications / Mohammad Sal Moslehian editors
| Matrix and Operator Equations and Applications / Mohammad Sal Moslehian editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | x, 765 p. : ill. ; 24 cm |
| Soggetto topico |
00B15 - Collections of articles of miscellaneous specific interest [MSC 2020]
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 15A09 - Theory of matrix inversion and generalized inverses [MSC 2020] 15A10 - Applications of generalized inverses [MSC 2020] 15A24 - Matrix equations and identities [MSC 2020] 45-XX - Integral equations [MSC 2020] 45Bxx - Fredholm integral equations [MSC 2020] 45Dxx - Volterra integral equations [MSC 2020] 47-XX - Operator theory [MSC 2020] 47A50 - Equations and inequalities involving linear operators, with vector unknowns [MSC 2020] 47A62 - Equations involving linear operators, with operator unknowns [MSC 2020] 47J05 - Equations involving nonlinear operators (general) [MSC 220] 47J35 - Nonlinear evolution equations [MSC 2020] |
| Soggetto non controllato |
Berezin number
Daugaet equations Differential equations Generalized inverse Graph groupoids Log-majorization Matrix equations Matrix polynomial equations Matrix quadratic equations Numerical range Operator Equations Operator Mean Quaternion matrix equations Reproducing Kernel Hilbert spaces Singular integral operator with shifts Split quaternion Sylvester equations Variational problem Volterra-Fredholm integral equations Yang-Baxter-like matrix equations |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00279531 |
| Cham, : Springer, 2023 | ||
| 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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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 |
30-XX - Functions of a complex variable [MSC 2020]
46-XX - Functional analysis [MSC 2020] 47-XX - Operator theory [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-VAN00113199 |
| Basel, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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