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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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Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui editors
| Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xiii, 354 p. : ill. ; 24 cm |
| Soggetto non controllato |
Computational Intelligence
Evolutionary computation Fuzzy Logic Learning theory Neural networks Probabilistic methods |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0278710 |
| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui editors
| Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xiii, 354 p. : ill. ; 24 cm |
| Soggetto topico | 68Txx - Artificial intelligence [MSC 2020] |
| Soggetto non controllato |
Computational Intelligence
Evolutionary computation Fuzzy Logic Learning theory Neural networks Probabilistic methods |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00278710 |
| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Statistical learning theory and stochastic optimization : École d'été de probabilites de Saint-Flour XXXI-2001 / Olivier Catoni ; editor: Jean Picard
| Statistical learning theory and stochastic optimization : École d'été de probabilites de Saint-Flour XXXI-2001 / Olivier Catoni ; editor: Jean Picard |
| Autore | Catoni, Olivier |
| Pubbl/distr/stampa | Berlin [etc.], : Springer, 2004 |
| Descrizione fisica | VIII, 272 p. : ill. ; 24 cm |
| Soggetto topico |
60Jxx - Markov processes [MSC 2020]
94Axx - Communication, information [MSC 2020] 62Gxx - Nonparametric inference [MSC 2020] |
| Soggetto non controllato |
Algorithms
Complexity Estimator Information Theory Information and communication, circuits Learning theory Measure Optimization Probability Theory |
| ISBN | 978-35-402-2572-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0044127 |
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Catoni, Olivier
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| Berlin [etc.], : Springer, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Statistical learning theory and stochastic optimization : École d'été de probabilites de Saint-Flour XXXI-2001 / Olivier Catoni ; editor: Jean Picard
| Statistical learning theory and stochastic optimization : École d'été de probabilites de Saint-Flour XXXI-2001 / Olivier Catoni ; editor: Jean Picard |
| Autore | Catoni, Olivier |
| Pubbl/distr/stampa | Berlin [etc.], : Springer, 2004 |
| Descrizione fisica | VIII, 272 p. : ill. ; 24 cm |
| Soggetto topico |
60Jxx - Markov processes [MSC 2020]
62Gxx - Nonparametric inference [MSC 2020] 94Axx - Communication, information [MSC 2020] |
| Soggetto non controllato |
Algorithms
Complexity Estimator Information Theory Information and communication, circuits Learning theory Measure Optimization Probability Theory |
| ISBN | 978-35-402-2572-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00044127 |
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Catoni, Olivier
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| Berlin [etc.], : Springer, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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