Derivatives and residual distribution of regularized M-estimators with application to adaptive tuningAnnual Conference Computational Learning Theory (COLT), 2021 |
Subsample Ridge Ensembles: Equivalences and Generalized Cross-ValidationInternational Conference on Machine Learning (ICML), 2023 |
Extrapolated cross-validation for randomized ensemblesJournal of Computational And Graphical Statistics (JCGS), 2023 |