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Bayesian Nonparametric Statistics : École d’Été de Probabilités de Saint-Flour LI - 2023 / / by Ismaël Castillo
| Bayesian Nonparametric Statistics : École d’Été de Probabilités de Saint-Flour LI - 2023 / / by Ismaël Castillo |
| Autore | Castillo Ismaël |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (225 pages) |
| Disciplina | 519.5 |
| Collana | École d'Été de Probabilités de Saint-Flour |
| Soggetto topico |
Statistics
Machine learning Mathematical optimization Calculus of variations Statistical physics Probabilities Statistical Theory and Methods Machine Learning Calculus of Variations and Optimization Statistical Physics Probability Theory |
| ISBN |
9783031740350
9783031740343 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -1. Introduction, rates I.-2. Rates II and first examples.-3. Adaptation I: smoothness.-4. Adaptation II: high-dimensions and deep neural networks -- 5. Bernstein-von Mises I: functionals -- 6. Bernstein-von Mises II: multiscale and applications -- 7. classification and multiple testing -- 8. Variational approximations. |
| Record Nr. | UNINA-9910908381203321 |
Castillo Ismaël
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Bayesian Nonparametric Statistics : École d’Été de Probabilités de Saint-Flour LI - 2023 / / by Ismaël Castillo
| Bayesian Nonparametric Statistics : École d’Été de Probabilités de Saint-Flour LI - 2023 / / by Ismaël Castillo |
| Autore | Castillo Ismaël |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (225 pages) |
| Disciplina | 519.5 |
| Collana | École d'Été de Probabilités de Saint-Flour |
| Soggetto topico |
Statistics
Machine learning Mathematical optimization Calculus of variations Statistical physics Probabilities Statistical Theory and Methods Machine Learning Calculus of Variations and Optimization Statistical Physics Probability Theory |
| ISBN |
9783031740350
9783031740343 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -1. Introduction, rates I.-2. Rates II and first examples.-3. Adaptation I: smoothness.-4. Adaptation II: high-dimensions and deep neural networks -- 5. Bernstein-von Mises I: functionals -- 6. Bernstein-von Mises II: multiscale and applications -- 7. classification and multiple testing -- 8. Variational approximations. |
| Record Nr. | UNISA-996630872303316 |
|
Castillo Ismaël
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
