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stat.ML2010
Estimating Subagging by cross-validation
Matthieu CORNEC
In this article, we derive concentration inequalities for the cross-validation estimate of the generalization error for subagged estimators, both for classification and regressor.…
stat.ML2010★ 4 cited
Concentration inequalities of the cross-validation estimate for stable predictors
Matthieu Cornec
In this article, we derive concentration inequalities for the cross-validation estimate of the generalization error for stable predictors in the context of risk assessment. The not…
stat.ML2010★ 2 cited
Concentration inequalities of the cross-validation estimator for Empirical Risk Minimiser
Matthieu Cornec
In this article, we derive concentration inequalities for the cross-validation estimate of the generalization error for empirical risk minimizers. In the general setting, we prove…