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Approximation and Online Algorithms : 17th International Workshop, WAOA 2019, Munich, Germany, September 12–13, 2019, Revised Selected Papers / Evripidis Bampis, Nicole Megow editors
| Approximation and Online Algorithms : 17th International Workshop, WAOA 2019, Munich, Germany, September 12–13, 2019, Revised Selected Papers / Evripidis Bampis, Nicole Megow editors |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xii, 253 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020] 68W27 - Online algorithms; streaming algorithms [MSC 2020] 68W25 - Approximation algorithms [MSC 2020] |
| Soggetto non controllato |
Approximation algorithms
Approximation ratios Approximation theory Artificial Intelligence Bin packing Combinatorial optimization Competitive ratio Computer Networks Computer Science Computer systems Directed graphs Distributed computer systems Distributed systems Graph theory Mathematics On-line algorithms Online systems Optimization Polynomial Approximation Theoretical computer science |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0248714 |
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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First-order and Stochastic Optimization Methods for Machine Learning / Guanghui Lan
| First-order and Stochastic Optimization Methods for Machine Learning / Guanghui Lan |
| Autore | Lan, Guanghui |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xiii, 582 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
90C25 - Convex programming [MSC 2020] 90C15 - Stochastic programming [MSC 2020] 68W15 - Distributed algorithms [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 90C26 - Nonconvex programming, global optimization [MSC 2020] 68W20 - Randomized algorithms [MSC 2020] 68W27 - Online algorithms; streaming algorithms [MSC 2020] |
| Soggetto non controllato |
Distributed and decentralized methods
Machine learning algorithms Nonconvex optimization methods Randomized algorithms Stochastic optimization methods |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249143 |
Lan, Guanghui
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Research in Data Science / Ellen Gasparovic, Carlotta Domeniconi editors
| Research in Data Science / Ellen Gasparovic, Carlotta Domeniconi editors |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xiv, 297 p. : ill. ; 24 cm |
| Soggetto topico |
68Uxx - Computing methodologies and applications [MSC 2020]
68Txx - Artificial intelligence [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 68Pxx - Theory of data [MSC 2020] 65D18 - Numerical aspects of computer graphics, image analysis, and computational geometry [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 05E45 - Combinatorial aspects of simplicial complexes [MSC 2020] 55Q07 - Shape groups [MSC 2020] 91C20 - Clustering in the social and behavioral sciences [MSC 2020] 68W27 - Online algorithms; streaming algorithms [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Association for Women in Mathematics
Data analysis Data science Data storage Data-driven modeling Geometry-based classification Hubness phenomenon Multi-manifold hypothesis Multiple measurement vectors Predictive models Statistical and topological inference |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0127147 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Research in Data Science / Ellen Gasparovic, Carlotta Domeniconi editors
| Research in Data Science / Ellen Gasparovic, Carlotta Domeniconi editors |
| Edizione | [Cham : Springer, 2019] |
| Pubbl/distr/stampa | xiv, 297 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Soggetto topico |
68Uxx - Computing methodologies and applications [MSC 2020]
68Txx - Artificial intelligence [MSC 2020] 62H35 - Image analysis in multivariate analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 68Pxx - Theory of data [MSC 2020] 65D18 - Numerical aspects of computer graphics, image analysis, and computational geometry [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 05E45 - Combinatorial aspects of simplicial complexes [MSC 2020] 55Q07 - Shape groups [MSC 2020] 91C20 - Clustering in the social and behavioral sciences [MSC 2020] 68W27 - Online algorithms; streaming algorithms [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0127147 |
| xiv, 297 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Soggetto topico
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68W27 - Online algorithms; streaming algorithms [MSC 2020]
(4)
- 05E45 - Combinatorial aspects of simplicial complexes [MSC 2020] (2)
- 55Q07 - Shape groups [MSC 2020] (2)
- 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] (2)
- 62H35 - Image analysis in multivariate analysis [MSC 2020] (2)