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An informal introduction to stochastic calculus with applications / Ovidiu Calin
| An informal introduction to stochastic calculus with applications / Ovidiu Calin |
| Autore | CALIN, Ovidiu |
| Pubbl/distr/stampa | New Jersey [etc.], : World scientific, 2022 |
| Descrizione fisica | xvii, 491 p. ; 24 cm. |
| Disciplina | 519(Probabilita' e matematica applicata) |
| Soggetto topico |
CALCOLO DELLE PROBABILITA' - Fondamenti
STOCASTICA |
| ISBN | 978-98-11-24756-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNIOR-UON00510572 |
CALIN, Ovidiu
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| New Jersey [etc.], : World scientific, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. L'Orientale | ||
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Deep Learning Architectures [[electronic resource] ] : A Mathematical Approach / / by Ovidiu Calin
| Deep Learning Architectures [[electronic resource] ] : A Mathematical Approach / / by Ovidiu Calin |
| Autore | Calin Ovidiu |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XXX, 760 p. 213 illus., 35 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Springer Series in the Data Sciences |
| Soggetto topico |
Computer science—Mathematics
Computer mathematics Machine learning Mathematical Applications in Computer Science Machine Learning |
| ISBN | 3-030-36721-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introductory Problems -- Activation Functions -- Cost Functions -- Finding Minima Algorithms -- Abstract Neurons -- Neural Networks -- Approximation Theorems -- Learning with One-dimensional Inputs -- Universal Approximators -- Exact Learning -- Information Representation -- Information Capacity Assessment -- Output Manifolds -- Neuromanifolds -- Pooling -- Convolutional Networks -- Recurrent Neural Networks -- Classification -- Generative Models -- Stochastic Networks -- Hints and Solutions. . |
| Record Nr. | UNINA-9910484905703321 |
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Calin Ovidiu
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Deep Learning Architectures [[electronic resource] ] : A Mathematical Approach / / by Ovidiu Calin
| Deep Learning Architectures [[electronic resource] ] : A Mathematical Approach / / by Ovidiu Calin |
| Autore | Calin Ovidiu |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XXX, 760 p. 213 illus., 35 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Springer Series in the Data Sciences |
| Soggetto topico |
Computer science—Mathematics
Computer mathematics Machine learning Mathematical Applications in Computer Science Machine Learning |
| ISBN | 3-030-36721-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introductory Problems -- Activation Functions -- Cost Functions -- Finding Minima Algorithms -- Abstract Neurons -- Neural Networks -- Approximation Theorems -- Learning with One-dimensional Inputs -- Universal Approximators -- Exact Learning -- Information Representation -- Information Capacity Assessment -- Output Manifolds -- Neuromanifolds -- Pooling -- Convolutional Networks -- Recurrent Neural Networks -- Classification -- Generative Models -- Stochastic Networks -- Hints and Solutions. . |
| Record Nr. | UNISA-996418272403316 |
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Calin Ovidiu
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin
| Deep Learning Architectures : A Mathematical Approach / Ovidiu Calin |
| Autore | Calin, Ovidiu |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xxx, 760 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
92B20 - Neural networks for/in biological studies, artificial life and related topics [MSC 2020] 68T07 - Artificial neural networks and deep learning [MSC 2020] |
| Soggetto non controllato |
Boltzmann machine
Deep Learning Entropy Fisher Information Metric Kullback-Leibler Divergence Machine learning Neural networks |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0248977 |
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Calin, Ovidiu
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Geometric Modeling in Probability and Statistics [[electronic resource] /] / by Ovidiu Calin, Constantin Udrişte
| Geometric Modeling in Probability and Statistics [[electronic resource] /] / by Ovidiu Calin, Constantin Udrişte |
| Autore | Calin Ovidiu |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIII, 375 p. 22 illus., 3 illus. in color.) |
| Disciplina | 519.5 |
| Soggetto topico |
Probabilities
Geometry Statistics Probability Theory and Stochastic Processes Statistical Theory and Methods |
| ISBN | 3-319-07779-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: The Geometry of Statistical Models -- Statistical Models -- Explicit Examples -- Entropy on Statistical Models -- Kullback–Leibler Relative Entropy -- Informational Energy -- Maximum Entropy Distributions -- Part II: Statistical Manifolds -- An Introduction to Manifolds -- Dualistic Structure -- Dual Volume Elements -- Dual Laplacians -- Contrast Functions Geometry -- Contrast Functions on Statistical Models -- Statistical Submanifolds -- Appendix A: Information Geometry Calculator. |
| Record Nr. | UNINA-9910299979403321 |
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Calin Ovidiu
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Geometric modeling in probability and statistics / Ovidiu Calin, Constantin Udrişte
| Geometric modeling in probability and statistics / Ovidiu Calin, Constantin Udrişte |
| Autore | Calin, Ovidiu |
| Pubbl/distr/stampa | Cham, : Springer, 2014 |
| Descrizione fisica | XXIII, 375 p. : ill. ; 24 cm |
| Altri autori (Persone) | Udrişte, Constantin |
| Soggetto topico |
60Dxx - Geometric probability and stochastic geometry [MSC 2020]
62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 53C21 - Methods of global Riemannian geometry, including PDE methods; curvature restrictions [MSC 2020] 53B20 - Local Riemannian geometry [MSC 2020] 53C22 - Geodesics in global differential geometry [MSC 2020] |
| Soggetto non controllato |
Entropy
Fisher information Informational geometry Probability density function Statistical manifolds |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0103820 |
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Calin, Ovidiu
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| Cham, : Springer, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Geometric modeling in probability and statistics / Ovidiu Calin, Constantin Udrişte
| Geometric modeling in probability and statistics / Ovidiu Calin, Constantin Udrişte |
| Autore | Calin, Ovidiu |
| Edizione | [Cham : Springer, 2014] |
| Pubbl/distr/stampa | XXIII, 375 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Altri autori (Persone) | Udrişte, Constantin |
| Soggetto topico |
60Dxx - Geometric probability and stochastic geometry [MSC 2020]
62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 53C21 - Methods of global Riemannian geometry, including PDE methods; curvature restrictions [MSC 2020] 53B20 - Local Riemannian geometry [MSC 2020] 53C22 - Geodesics in global differential geometry [MSC 2020] |
| ISBN | 8-3-319-07778-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0103820 |
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Calin, Ovidiu
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| XXIII, 375 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Sub-Riemannian geometry : general theory and examples / Ovidiu Calin, Der-chen Chang
| Sub-Riemannian geometry : general theory and examples / Ovidiu Calin, Der-chen Chang |
| Autore | Calin, Ovidiu |
| Pubbl/distr/stampa | Cambridge ; New York : Cambridge University Press, 2009 |
| Descrizione fisica | xiii, 370 p. : ill. ; 24 cm |
| Disciplina | 516.373 |
| Altri autori (Persone) | Chang, Der-chenauthor |
| Collana | Encyclopedia of mathematics and its applications ; 126 |
| Soggetto topico |
Geometry, Riemannian
Riemannian manifolds Geodesics (Mathematics) Submanifolds |
| ISBN |
9780521897303
0521897300 |
| Classificazione |
AMS 53C17
AMS 37L AMS 49J AMS 49L LC QA649.C27 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991000327499707536 |
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Calin, Ovidiu
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| Cambridge ; New York : Cambridge University Press, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
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