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Information geometry and its applications / Shun-ichi Amari
| Information geometry and its applications / Shun-ichi Amari |
| Autore | Amari, Shun-Ichi |
| Pubbl/distr/stampa | [Tokyo], : Springer, 2016 |
| Descrizione fisica | XIII, 373 p. : ill. ; 24 cm |
| Soggetto topico |
94-XX - Information and communication theory, circuits [MSC 2020]
53-XX - Differential geometry [MSC 2020] 62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 94A17 - Measures of information, entropy [MSC 2020] 62-XX - Statistics [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 52B10 - Three-dimensional polytopes [MSC 2020] 53B05 - Linear and affine connections [MSC 2020] 62E10 - Characterization and structure theory of statistical distributions [MSC 2020] 94A15 - Information theory (general) [MSC 2020] 62M10 - Time series, auto-correlation, regression, etc. in statistics (GARCH) [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62F12 - Asymptotic properties of parametric estimators [MSC 2020] |
| Soggetto non controllato |
Dual differential geometry
Information Geometry Machine learning Mathematical neuroscience Natural gradient learning Signal processing |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0114879 |
Amari, Shun-Ichi
|
||
| [Tokyo], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Information geometry and its applications / Shun-ichi Amari
| Information geometry and its applications / Shun-ichi Amari |
| Autore | Amari, Shun-Ichi |
| Pubbl/distr/stampa | [Tokyo], : Springer, 2016 |
| Descrizione fisica | XIII, 373 p. : ill. ; 24 cm |
| Soggetto topico |
52B10 - Three-dimensional polytopes [MSC 2020]
53-XX - Differential geometry [MSC 2020] 53B05 - Linear and affine connections [MSC 2020] 62-XX - Statistics [MSC 2020] 62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 62E10 - Characterization and structure theory of statistical distributions [MSC 2020] 62F12 - Asymptotic properties of parametric estimators [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62M10 - Time series, auto-correlation, regression, etc. in statistics (GARCH) [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 94-XX - Information and communication theory, circuits [MSC 2020] 94A15 - Information theory (general) [MSC 2020] 94A17 - Measures of information, entropy [MSC 2020] |
| Soggetto non controllato |
Dual differential geometry
Information Geometry Machine learning Mathematical neuroscience Natural gradient learning Signal processing |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00114879 |
|
Amari, Shun-Ichi
|
||
| [Tokyo], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||