JMLR Special Issue on Learning Theory
- Introduction to the Special Issue on Learning Theory
- Ralf Herbrich, Thore Graepel; 4(Oct):755--757, 2003.
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- On the Performance of Kernel Classes
- Shahar Mendelson; 4(Oct):759--771, 2003.
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- Path Kernels and Multiplicative Updates
- Eiji Takimoto, Manfred K. Warmuth; 4(Oct):773--818, 2003.
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- Tracking Linear-threshold Concepts with Winnow
- Chris Mesterharm; 4(Oct):819--838, 2003.
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- Generalization Error Bounds for Bayesian Mixture Algorithms
- Ron Meir, Tong Zhang; 4(Oct):839--860, 2003.
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- On the Rate of Convergence of Regularized Boosting Classifiers
- Gilles Blanchard, G´bor Lugosi, Nicolas Vayatis; 4(Oct):861--894, 2003.
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- Concentration Inequalities for the Missing Mass and for Histogram Rule Error
- David McAllester, Luis Ortiz; 4(Oct):895--911, 2003.
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