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PAC-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
| PAC-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning |
| Autore | Catoni Olivier |
| Pubbl/distr/stampa | [Place of publication not identified], : Institute of Mathematical Statistics, 2007 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910482889603321 |
Catoni Olivier
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| [Place of publication not identified], : Institute of Mathematical Statistics, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical Learning Theory and Stochastic Optimization [[electronic resource] ] : Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 / / by Olivier Catoni ; edited by Jean Picard
| Statistical Learning Theory and Stochastic Optimization [[electronic resource] ] : Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 / / by Olivier Catoni ; edited by Jean Picard |
| Autore | Catoni Olivier |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (VIII, 284 p.) |
| Disciplina | 519.5 |
| Collana | École d'Été de Probabilités de Saint-Flour |
| Soggetto topico |
Probabilities
Statistics Mathematical optimization Artificial intelligence Information theory Numerical analysis Probability Theory and Stochastic Processes Statistical Theory and Methods Optimization Artificial Intelligence Information and Communication, Circuits Numerical Analysis |
| ISBN | 3-540-44507-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Universal Lossless Data Compression -- Links Between Data Compression and Statistical Estimation -- Non Cumulated Mean Risk -- Gibbs Estimators -- Randomized Estimators and Empirical Complexity -- Deviation Inequalities -- Markov Chains with Exponential Transitions -- References -- Index. |
| Record Nr. | UNISA-996466497103316 |
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Catoni Olivier
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Statistical Learning Theory and Stochastic Optimization : Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 / / by Olivier Catoni ; edited by Jean Picard
| Statistical Learning Theory and Stochastic Optimization : Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 / / by Olivier Catoni ; edited by Jean Picard |
| Autore | Catoni Olivier |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (VIII, 284 p.) |
| Disciplina | 519.5 |
| Collana | École d'Été de Probabilités de Saint-Flour |
| Soggetto topico |
Probabilities
Statistics Mathematical optimization Artificial intelligence Computer science - Mathematics Numerical analysis Probability Theory Statistical Theory and Methods Optimization Artificial Intelligence Mathematical Applications in Computer Science Numerical Analysis |
| ISBN | 3-540-44507-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Universal Lossless Data Compression -- Links Between Data Compression and Statistical Estimation -- Non Cumulated Mean Risk -- Gibbs Estimators -- Randomized Estimators and Empirical Complexity -- Deviation Inequalities -- Markov Chains with Exponential Transitions -- References -- Index. |
| Record Nr. | UNINA-9910144617903321 |
|
Catoni Olivier
|
||
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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