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statistical learning theory

102 papers

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Co-occurring keywords · papers mentioning both

statistical learning (15) empirical risk minimization (13) learning theory (13) support vector machine (11) generalization bound (11) generalization error (10) sample complexity (7) learning rate (7) convergence rate (7) kernel methods (7)

Papers

Machine Learning with Data Dependent Hypothesis Classes JMLR 2002 On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001