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Concentration and Gaussian Approximation for Randomized Sums / Sergey Bobkov, Gennadiy Chistyakov, Friedrich Götze
| Concentration and Gaussian Approximation for Randomized Sums / Sergey Bobkov, Gennadiy Chistyakov, Friedrich Götze |
| Autore | Bobkov, Serguei |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xvii, 434 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Chistyakov, Gennadiy
Götze, Friedrich |
| Soggetto non controllato |
Berry-Esseen-type estimates
Concentration inequalities Concentration of measure Edgeworth Expansions High dimensional probability Khinchin-type inequalities Log-concave measures Sudakov's phenomenon log-Sobolev-type inequalities |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0279403 |
Bobkov, Serguei
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Concentration and Gaussian Approximation for Randomized Sums / Sergey Bobkov, Gennadiy Chistyakov, Friedrich Götze
| Concentration and Gaussian Approximation for Randomized Sums / Sergey Bobkov, Gennadiy Chistyakov, Friedrich Götze |
| Autore | Bobkov, Serguei |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xvii, 434 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Chistyakov, Gennadiy
Götze, Friedrich |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
60B05 - Probability measures on topological spaces [MSC 2020] 60E05 - Probability distributions: general theory [MSC 2020] 60F05 - Central limit and other weak theorems [MSC 2020] 60G50 - Sums of independent random variables; random walks [MSC 2020] |
| Soggetto non controllato |
Berry-Esseen-type estimates
Concentration inequalities Concentration of measure Edgeworth Expansions High dimensional probability Khinchin-type inequalities Log-concave measures Sudakov's phenomenon log-Sobolev-type inequalities |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00279403 |
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Bobkov, Serguei
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003 / Pascal Massart ; editor: Jean Picard
| Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003 / Pascal Massart ; editor: Jean Picard |
| Autore | Massart, Pascal |
| Pubbl/distr/stampa | Berlin, : Springer, 2007 |
| Descrizione fisica | XIV, 337 p. ; 24 cm |
| Soggetto topico |
60Cxx - Combinatorial probability [MSC 2020]
62F10 - Point estimation [MSC 2020] 62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 62E17 - Approximations to statistical distributions (nonasymptotic) [MSC 2020] 62J02 - General nonlinear regression [MSC 2020] 94A17 - Measures of information, entropy [MSC 2020] 60E15 - Inequalities; stochastic orderings [MSC 2020] 62G07 - Density estimation [MSC 2020] 62G05 - Nonparametric estimation [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] |
| Soggetto non controllato |
Adaptive estimation
Concentration inequalities Empirical processes Information Information and communication, circuits Maxima Model selection Statistical learning |
| ISBN | 978-35-404-8497-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0060323 |
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Massart, Pascal
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| Berlin, : Springer, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003 / Pascal Massart ; editor: Jean Picard
| Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003 / Pascal Massart ; editor: Jean Picard |
| Autore | Massart, Pascal |
| Pubbl/distr/stampa | Berlin, : Springer, 2007 |
| Descrizione fisica | XIV, 337 p. ; 24 cm |
| Soggetto topico |
60Cxx - Combinatorial probability [MSC 2020]
60E15 - Inequalities; stochastic orderings [MSC 2020] 62B10 - Statistical aspects of information-theoretic topics [MSC 2020] 62E17 - Approximations to statistical distributions (nonasymptotic) [MSC 2020] 62F10 - Point estimation [MSC 2020] 62G05 - Nonparametric estimation [MSC 2020] 62G07 - Density estimation [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62J02 - General nonlinear regression [MSC 2020] 94A17 - Measures of information, entropy [MSC 2020] |
| Soggetto non controllato |
Adaptive estimation
Concentration inequalities Empirical processes Information Information and communication, circuits Maxima Model selection Statistical learning |
| ISBN | 978-35-404-8497-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00060323 |
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Massart, Pascal
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| Berlin, : Springer, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Concentration inequalities for sums and martingales / Bernard Bercu, Bernard Delyon, Emmanuel Rio
| Concentration inequalities for sums and martingales / Bernard Bercu, Bernard Delyon, Emmanuel Rio |
| Autore | Bercu, Bernard |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | X, 120 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Delyon, Bernard
Rio, Emmanuel |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
60G50 - Sums of independent random variables; random walks [MSC 2020] 60F10 - Large deviations [MSC 2020] 60G42 - Martingales with discrete parameter [MSC 2020] 60E15 - Inequalities; stochastic orderings [MSC 2020] |
| Soggetto non controllato |
Bernstein's Inequalities
Concentration inequalities Gaussian Martingales Independent Random Variables Martingales |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113712 |
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Bercu, Bernard
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Concentration inequalities for sums and martingales / Bernard Bercu, Bernard Delyon, Emmanuel Rio
| Concentration inequalities for sums and martingales / Bernard Bercu, Bernard Delyon, Emmanuel Rio |
| Autore | Bercu, Bernard |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | X, 120 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Delyon, Bernard
Rio, Emmanuel |
| Soggetto topico |
60-XX - Probability theory and stochastic processes [MSC 2020]
60E15 - Inequalities; stochastic orderings [MSC 2020] 60F10 - Large deviations [MSC 2020] 60G42 - Martingales with discrete parameter [MSC 2020] 60G50 - Sums of independent random variables; random walks [MSC 2020] |
| Soggetto non controllato |
Bernstein's Inequalities
Concentration inequalities Gaussian Martingales Independent Random Variables Martingales |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00113712 |
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Bercu, Bernard
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Harmonic and Applied Analysis : From Radon Transforms to Machine Learning / Filippo De Mari, Ernesto De Vito editors
| Harmonic and Applied Analysis : From Radon Transforms to Machine Learning / Filippo De Mari, Ernesto De Vito editors |
| Pubbl/distr/stampa | Cham, : Birkhäuser, : Springer, 2021 |
| Descrizione fisica | xv, 302 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
42-XX - Harmonic analysis on Euclidean spaces [MSC 2020] 00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020] 43-XX - Abstract harmonic analysis [MSC 2020] 44-XX - Integral transforms, operational calculus [MSC 2020] |
| Soggetto non controllato |
Applied harmonic analysis
Concentration inequalities Harmonic analysis Ill-posed problems Imaging Science Machine learning Radon transform |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274392 |
| Cham, : Birkhäuser, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Harmonic and Applied Analysis : From Radon Transforms to Machine Learning / Filippo De Mari, Ernesto De Vito editors
| Harmonic and Applied Analysis : From Radon Transforms to Machine Learning / Filippo De Mari, Ernesto De Vito editors |
| Pubbl/distr/stampa | Cham, : Birkhäuser, : Springer, 2021 |
| Descrizione fisica | xv, 302 p. : ill. ; 24 cm |
| Soggetto topico |
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020]
42-XX - Harmonic analysis on Euclidean spaces [MSC 2020] 43-XX - Abstract harmonic analysis [MSC 2020] 44-XX - Integral transforms, operational calculus [MSC 2020] 68-XX - Computer science [MSC 2020] |
| Soggetto non controllato |
Applied harmonic analysis
Concentration inequalities Harmonic analysis Ill-posed problems Imaging Science Machine learning Radon transform |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274392 |
| Cham, : Birkhäuser, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Oracle inequalities in empirical risk minimization and sparse recovery problems : école d’été de probabilités de Saint-Flour XXXVIII-2008 / Vladimir Koltchinskii
| Oracle inequalities in empirical risk minimization and sparse recovery problems : école d’été de probabilités de Saint-Flour XXXVIII-2008 / Vladimir Koltchinskii |
| Autore | Koltchinskii, Vladimir |
| Pubbl/distr/stampa | Berlin, : Springer, 2011 |
| Descrizione fisica | IX, 254 p. ; 24 cm |
| Soggetto topico |
60Gxx - Stochastic processes [MSC 2020]
62H12 - Estimation in multivariate analysis [MSC 2020] 62Jxx - Linear inference, regression [MSC 2020] 60B20 - Random matrices (probabilistic aspects) [MSC 2020] |
| Soggetto non controllato |
Concentration inequalities
Empirical processes Low rank matrix recovery Sparse recovery |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0086829 |
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Koltchinskii, Vladimir
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| Berlin, : Springer, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Oracle inequalities in empirical risk minimization and sparse recovery problems : école d’été de probabilités de Saint-Flour XXXVIII-2008 / Vladimir Koltchinskii
| Oracle inequalities in empirical risk minimization and sparse recovery problems : école d’été de probabilités de Saint-Flour XXXVIII-2008 / Vladimir Koltchinskii |
| Autore | Koltchinskii, Vladimir |
| Pubbl/distr/stampa | Berlin, : Springer, 2011 |
| Descrizione fisica | IX, 254 p. ; 24 cm |
| Soggetto topico |
60B20 - Random matrices (probabilistic aspects) [MSC 2020]
60Gxx - Stochastic processes [MSC 2020] 62H12 - Estimation in multivariate analysis [MSC 2020] 62Jxx - Linear inference, regression [MSC 2020] |
| Soggetto non controllato |
Concentration inequalities
Empirical processes Low rank matrix recovery Sparse recovery |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00086829 |
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Koltchinskii, Vladimir
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| Berlin, : Springer, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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