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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 |
Pereverzyev, Sergei
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| Cham, : Birkhäuser, : Springer, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors
| Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors |
| Pubbl/distr/stampa | Cham, : Birkhäuser, 2017 |
| Descrizione fisica | vi, 139 p. : ill. ; 24 cm |
| Soggetto topico |
68W40 - Analysis of algorithms [MSC 2020]
60G07 - General theory of stochastic processes [MSC 2020] 37Nxx - Applications of dynamical systems [MSC 2020] 34E10 - Perturbations, asymptotics of solutions to ordinary differential equation [MSC 2020] 82B26 - Phase transitions (general) in equilibrium statistical mechanics [MSC 2020] 05C80 - Random graphs (graph-theoretic aspects) [MSC 2020] 52C45 - Combinatorial complexity of geometric structures [MSC 2020] 91B02 - Fundamental topics (basic mathematics, methodology; applicable to economics in general) [MSC 2020] 62Pxx - Applications of statistics [MSC 2020] 90B15 - Stochastic network models in operations research [MSC 2020] 65T60 - Numerical methods for wavelets [MSC 2020] 60E10 - Characteristic functions; other transforms [MSC 2020] 91G80 - Financial applications of other theories [MSC 2020] 91G60 - Numerical methods (including Monte Carlo methods) [MSC 2020] 68W20 - Randomized algorithms [MSC 2020] 68Q32 - Computational learning theory [MSC 2020] 90B60 - Marketing, advertising [MSC 2020] 91B15 - Welfare economics [MSC 2020] |
| Soggetto non controllato |
Auctions
Combinatorics Lovatz local lemma Nash equilibria Ordinary differential equations Phase transitions Random graphs Stochastic processes |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0123763 |
| Cham, : Birkhäuser, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors
| Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors |
| Pubbl/distr/stampa | Cham, : Birkhäuser, 2017 |
| Descrizione fisica | vi, 139 p. : ill. ; 24 cm |
| Soggetto topico |
05C80 - Random graphs (graph-theoretic aspects) [MSC 2020]
34E10 - Perturbations, asymptotics of solutions to ordinary differential equation [MSC 2020] 37Nxx - Applications of dynamical systems [MSC 2020] 52C45 - Combinatorial complexity of geometric structures [MSC 2020] 60E10 - Characteristic functions; other transforms [MSC 2020] 60G07 - General theory of stochastic processes [MSC 2020] 62Pxx - Applications of statistics [MSC 2020] 65T60 - Numerical methods for wavelets [MSC 2020] 68Q32 - Computational learning theory [MSC 2020] 68W20 - Randomized algorithms [MSC 2020] 68W40 - Analysis of algorithms [MSC 2020] 82B26 - Phase transitions (general) in equilibrium statistical mechanics [MSC 2020] 90B15 - Stochastic network models in operations research [MSC 2020] 90B60 - Marketing, advertising [MSC 2020] 91B02 - Fundamental topics (basic mathematics, methodology; applicable to economics in general) [MSC 2020] 91B15 - Welfare economics [MSC 2020] 91G60 - Numerical methods (including Monte Carlo methods) [MSC 2020] 91G80 - Financial applications of other theories [MSC 2020] |
| Soggetto non controllato |
Auctions
Combinatorics Lovatz local lemma Nash equilibria Ordinary differential equations Phase transitions Random graphs Stochastic processes |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00123763 |
| Cham, : Birkhäuser, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors
| Extended Abstracts Summer 2015 : Strategic Behavior in Combinatorial Structures / Josep Díaz, Lefteris Kirousis, Maria Serna ; Quantitative Finance / Luis Ortiz-Gracia Editors |
| Edizione | [Cham : Birkhäuser, 2017] |
| Pubbl/distr/stampa | vi, 139 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Soggetto topico |
68W40 - Analysis of algorithms [MSC 2020]
60G07 - General theory of stochastic processes [MSC 2020] 37Nxx - Applications of dynamical systems [MSC 2020] 34E10 - Perturbations, asymptotics of solutions to ordinary differential equation [MSC 2020] 82B26 - Phase transitions (general) in equilibrium statistical mechanics [MSC 2020] 05C80 - Random graphs (graph-theoretic aspects) [MSC 2020] 52C45 - Combinatorial complexity of geometric structures [MSC 2020] 91B02 - Fundamental topics (basic mathematics, methodology; applicable to economics in general) [MSC 2020] 62Pxx - Applications of statistics [MSC 2020] 90B15 - Stochastic network models in operations research [MSC 2020] 65T60 - Numerical methods for wavelets [MSC 2020] 60E10 - Characteristic functions; other transforms [MSC 2020] 91G80 - Financial applications of other theories [MSC 2020] 91G60 - Numerical methods (including Monte Carlo methods) [MSC 2020] 68W20 - Randomized algorithms [MSC 2020] 68Q32 - Computational learning theory [MSC 2020] 90B60 - Marketing, advertising [MSC 2020] 91B15 - Welfare economics [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0123763 |
| vi, 139 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Supervised Learning with Quantum Computers / Maria Schuld, Francesco Petruccione
| Supervised Learning with Quantum Computers / Maria Schuld, Francesco Petruccione |
| Autore | Schuld, Maria |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | xiii, 297 p. : ill. ; 24 cm |
| Altri autori (Persone) | Petruccione, Francesco |
| Soggetto topico |
81P68 - Quantum computation [MSC 2020]
68Qxx - Theory of computing [MSC 2020] 81-XX - Quantum theory [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 68Q12 - Quantum algorithms and complexity in the theory of computing [MSC 2020] 68Q32 - Computational learning theory [MSC 2020] 82C32 - Neural nets applied to problems in time-dependent statistical mechanics [MSC 2020] |
| Soggetto non controllato |
Adiabatic quantum computing
Artificial neural network Belief nets Boltzmann machines Data driven prediction Deutsch-Josza algorithm Grover search Hidden Markov Model Hopfield models Kernel methods Near term application Qsample encoding Quantum Walks Quantum annealing Quantum blas Quantum gates Quantum inference Quantum machine learning Quantum phase estimation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0211752 |
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Schuld, Maria
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| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Supervised Learning with Quantum Computers / Maria Schuld, Francesco Petruccione
| Supervised Learning with Quantum Computers / Maria Schuld, Francesco Petruccione |
| Autore | Schuld, Maria |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | xiii, 297 p. : ill. ; 24 cm |
| Altri autori (Persone) | Petruccione, Francesco |
| Soggetto topico |
68Q12 - Quantum algorithms and complexity in the theory of computing [MSC 2020]
68Q32 - Computational learning theory [MSC 2020] 68Qxx - Theory of computing [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 81-XX - Quantum theory [MSC 2020] 81P68 - Quantum computation [MSC 2020] 82C32 - Neural nets applied to problems in time-dependent statistical mechanics [MSC 2020] |
| Soggetto non controllato |
Adiabatic quantum computing
Artificial neural network Belief nets Boltzmann machines Data driven prediction Deutsch-Josza algorithm Grover search Hidden Markov Model Hopfield models Kernel methods Near term application Qsample encoding Quantum Walks Quantum annealing Quantum blas Quantum gates Quantum inference Quantum machine learning Quantum phase estimation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00211752 |
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Schuld, Maria
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| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Soggetto topico
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68Q32 - Computational learning theory [MSC 2020]
(6)
- 05C80 - Random graphs (graph-theoretic aspects) [MSC 2020] (3)
- 34E10 - Perturbations, asymptotics of solutions to ordinary differential equation [MSC 2020] (3)
- 37Nxx - Applications of dynamical systems [MSC 2020] (3)
- 52C45 - Combinatorial complexity of geometric structures [MSC 2020] (3)