00715cam1 2200229 450 E60020005589720091106120402.020091106dDIRE |||||ita|0103 baspaESArqueología de ChincheroMadridMinisterio de Asuntos ExterioresDirección General de Relaciones Culturalesv.28 cm(mm)001E6002000559042000 <<1: La >>arquitectura001E6002000558982000 <<2: >>Cerámica y otros materialesITUNISOB20091106RICAE600200055897M 102 Monografia moderna SBNMArqueología de Chinchero1705803UNISOB04633nam 2200589 450 99646537380331620210312130026.03-540-87987-010.1007/978-3-540-87987-9(CKB)1000000000490274(SSID)ssj0000316160(PQKBManifestationID)11273110(PQKBTitleCode)TC0000316160(PQKBWorkID)10263182(PQKB)11715590(DE-He213)978-3-540-87987-9(MiAaPQ)EBC3063549(MiAaPQ)EBC6413280(PPN)13018554X(EXLCZ)99100000000049027420210312d2008 uy 0engurnn|008mamaatxtccrAlgorithmic learning theory 19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008, proceedings /Yoav Freund [and three others], (Eds.)1st ed. 2008.Berlin ;Heidelberg :Springer,[2008]©20081 online resource (XIII, 467 p.) Lecture Notes in Computer Science ;5254Bibliographic Level Mode of Issuance: Monograph3-540-87986-2 Includes bibliographical references and index.Invited Papers -- On Iterative Algorithms with an Information Geometry Background -- Visual Analytics: Combining Automated Discovery with Interactive Visualizations -- Some Mathematics behind Graph Property Testing -- Finding Total and Partial Orders from Data for Seriation -- Computational Models of Neural Representations in the Human Brain -- Regular Contributions -- Generalization Bounds for Some Ordinal Regression Algorithms -- Approximation of the Optimal ROC Curve and a Tree-Based Ranking Algorithm -- Sample Selection Bias Correction Theory -- Exploiting Cluster-Structure to Predict the Labeling of a Graph -- A Uniform Lower Error Bound for Half-Space Learning -- Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces -- Learning and Generalization with the Information Bottleneck -- Growth Optimal Investment with Transaction Costs -- Online Regret Bounds for Markov Decision Processes with Deterministic Transitions -- On-Line Probability, Complexity and Randomness -- Prequential Randomness -- Some Sufficient Conditions on an Arbitrary Class of Stochastic Processes for the Existence of a Predictor -- Nonparametric Independence Tests: Space Partitioning and Kernel Approaches -- Supermartingales in Prediction with Expert Advice -- Aggregating Algorithm for a Space of Analytic Functions -- Smooth Boosting for Margin-Based Ranking -- Learning with Continuous Experts Using Drifting Games -- Entropy Regularized LPBoost -- Optimally Learning Social Networks with Activations and Suppressions -- Active Learning in Multi-armed Bandits -- Query Learning and Certificates in Lattices -- Clustering with Interactive Feedback -- Active Learning of Group-Structured Environments -- Finding the Rare Cube -- Iterative Learning of Simple External Contextual Languages -- Topological Properties of Concept Spaces -- Dynamically Delayed Postdictive Completeness and Consistency in Learning -- Dynamic Modeling in Inductive Inference -- Optimal Language Learning -- Numberings Optimal for Learning -- Learning with Temporary Memory -- Erratum: Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors.This book constitutes the refereed proceedings of the 19th International Conference on Algorithmic Learning Theory, ALT 2008, held in Budapest, Hungary, in October 2008, co-located with the 11th International Conference on Discovery Science, DS 2008. The 31 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from 46 submissions. The papers are dedicated to the theoretical foundations of machine learning; they address topics such as statistical learning; probability and stochastic processes; boosting and experts; active and query learning; and inductive inference.Lecture notes in computer science ;5254.Computer algorithmsCongressesMachine learningCongressesComputer algorithmsMachine learning005.1Freund YoavALT 2008MiAaPQMiAaPQMiAaPQBOOK996465373803316Algorithmic Learning Theory771965UNISA