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  1. Algorithmic Learning Theory
    19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008, Proceedings
    Contributor: Freund, Yoav (Herausgeber); Györfi, László (Herausgeber); Turán, György (Herausgeber); Zeugmann, Thomas (Herausgeber)
    Published: 2008
    Publisher:  Springer Berlin Heidelberg, Berlin, Heidelberg ; Springer International Publishing AG, Cham

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    TU Darmstadt, Universitäts- und Landesbibliothek - Stadtmitte
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    Source: Union catalogues
    Contributor: Freund, Yoav (Herausgeber); Györfi, László (Herausgeber); Turán, György (Herausgeber); Zeugmann, Thomas (Herausgeber)
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9783540879879; 3540879870
    Other identifier:
    RVK Categories: SS 4800
    DDC Categories: 004
    Edition: 1st ed. 2008
    Series: Lecture Notes in Artificial Intelligence ; 5254
    Subjects: Algorithmische Lerntheorie; Data mining; Artificial intelligence; Natural language processing (Computer science); Digital humanities; Data Mining and Knowledge Discovery; Artificial Intelligence; Natural Language Processing (NLP); Digital Humanities
    Scope: 1 Online-Ressource (XIII, 467 Seiten)
  2. Algorithmic Learning Theory
    19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008. Proceedings
    Published: 2008
    Publisher:  Springer Berlin Heidelberg, Berlin, Heidelberg

    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... more

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    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.

     
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    Content information
    Volltext (lizenzpflichtig)
    Source: Union catalogues
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9783540879879
    Other identifier:
    RVK Categories: SS 4800
    Series: Lecture Notes in Computer Science ; 5254
    Array
    Subjects: Computer science; Translators (Computer programs); Information systems; Computer Science; Data mining; Artificial intelligence; Natural language processing (Computer science).; Digital humanities.
    Scope: Online-Ressource (digital)