statistical consistency

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Co-occurring keywords

surrogate loss (94) binary classification (674) reproducing kernel hilbert space (334) statistical learning (350) density estimation (397) loss function (462) learning theory (518) model selection (454) convex optimization (1320) structured prediction (394)

Papers

AdaBoost is Consistent NIPS 2006

Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004