18th COLT 2005: Bertinoro, Italy

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Learning to Rank


Unlabeled Data, Multiclass Classification

Online Learning I

Online Learning II

Support Vector Machines

Kernels and Embeddings

Inductive Inference

Unsupervised Learning

Generalization Bounds

Query Learning, Attribute Efficiency, Compression Schemes

Economics and Game Theory

Separation Results for Learning Models

Open Problems

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