Computational learning theory : 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 10, 2002 : proceedings
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| מחברים אחרים: | , |
| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| סדרה: | Lecture notes in computer science. Lecture notes in artificial intelligence
2375 |
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| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
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Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Computational learning theory, 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002, Proceedings, Jyrki Kivinen, Robert H. Sloan, eds, Berlin, Springer, 2002, 1 vol. (XI-395 p.), Lecture notes in computer science, 3-540-43836-X • Computational Learning Theory, Texte imprimé, 9783662167175 |
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| 020 | |a 9783540454359 (PDF) | ||
| 041 | 0 | |a eng | |
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| 111 | 2 | |a Conference on Computational Learning Theory |n (15 |d :2002 |c :Sydney, AU). | |
| 245 | 1 | 0 | |a Computational learning theory : |b 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 10, 2002 : proceedings |c [edited by] Jyrki Kivinen, Robert H. Sloan. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 2375 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Statistical Learning Theory -- Agnostic Learning Nonconvex Function Classes -- Entropy, Combinatorial Dimensions and Random Averages -- Geometric Parameters of Kernel Machines -- Localized Rademacher Complexities -- Some Local Measures of Complexity of Convex Hulls and Generalization Bounds -- Online Learning -- Path Kernels and Multiplicative Updates -- Predictive Complexity and Information -- Mixability and the Existence of Weak Complexities -- A Second-Order Perceptron Algorithm -- Tracking Linear-Threshold Concepts with Winnow -- Inductive Inference -- Learning Tree Languages from Text -- Polynomial Time Inductive Inference of Ordered Tree Patterns with Internal Structured Variables from Positive Data -- Inferring Deterministic Linear Languages -- Merging Uniform Inductive Learners -- The Speed Prior: A New Simplicity Measure Yielding Near-Optimal Computable Predictions -- PAC Learning -- New Lower Bounds for Statistical Query Learning -- Exploring Learnability between Exact and PAC -- PAC Bounds for Multi-armed Bandit and Markov Decision Processes -- Bounds for the Minimum Disagreement Problem with Applications to Learning Theory -- On the Proper Learning of Axis Parallel Concepts -- Boosting -- A Consistent Strategy for Boosting Algorithms -- The Consistency of Greedy Algorithms for Classification -- Maximizing the Margin with Boosting -- Other Learning Paradigms -- Performance Guarantees for Hierarchical Clustering -- Self-Optimizing and Pareto-Optimal Policies in General Environments Based on Bayes-Mixtures -- Prediction and Dimension -- Invited Talk -- Learning the Internet. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 650 | |a Informatique | ||
| 650 | |a Apprentissage automatique | ||
| 650 | |a Algorithmes | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Logiciels | ||
| 650 | |a Logique symbolique et mathématique | ||
| 650 | |a Actes de congrès | ||
| 700 | 1 | |a Sloan, Robert H. |4 pbd | |
| 700 | 1 | |a Kivinen, Jyrki, |d 19..- |4 pbd | |
| 776 | 0 | |0 063057549 |t Computational learning theory |o 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002 |o Proceedings |f Jyrki Kivinen, Robert H. Sloan, eds |c Berlin |n Springer |d 2002 |p 1 vol. (XI-395 p.) |s Lecture notes in computer science |z 3-540-43836-X | |
| 776 | 0 | |t Computational Learning Theory |b Texte imprimé |z 9783662167175 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/3-540-45435-7 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-4R5Z9LVN-0 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748059458 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/3-540-45435-7 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751510955 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/3-540-45435-7 |z Accès INSA CVL | |
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