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risk minimization

56 papers

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Co-occurring keywords

distribution shift (722) distributionally robust optimization (185) convex optimization (1321) support vector machine (978) loss function (462) variance regularization (13) performative prediction (31) binary classification (678) learning theory (519) stochastic optimization (1060)

Papers

On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008
A Risk Minimization Principle for a Class of Parzen Estimators NIPS 2007
AdaBoost is Consistent JMLR 2007
AdaBoost is Consistent NIPS 2006
An Oracle Inequality for Clipped Regularized Risk Minimizers NIPS 2006
Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004