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tuning parameter selection

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Co-occurring keywords · papers mentioning both

tuning parameter (2) asymptotic consistency (1) elastic net penalty (1) spiked population model (1) asymptotic behavior (1) huber loss (1) gradient-lipschitz loss (1) effective degrees of freedom (1) out-of-sample error (1) adaptive tuning (1)

Papers

Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning COLT 2022 Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data ICML 2018 Asymptotic behavior of Support Vector Machine for spiked population model JMLR 2017 Consistent Selection of Tuning Parameters via Variable Selection Stability JMLR 2013 Descent Methods for Tuning Parameter Refinement AISTATS 2010