Iterative Approximate Cross-ValidationInternational Conference on Machine Learning (ICML), 2023 |
Extrapolated cross-validation for randomized ensemblesJournal of Computational And Graphical Statistics (JCGS), 2023 |
Algorithms that Approximate Data Removal: New Results and LimitationsNeural Information Processing Systems (NeurIPS), 2022 |
Can we globally optimize cross-validation loss? Quasiconvexity in ridge
regressionNeural Information Processing Systems (NeurIPS), 2021 |
Synthetic Data for Model SelectionInternational Conference on Machine Learning (ICML), 2021 |
Cross-validation Confidence Intervals for Test ErrorNeural Information Processing Systems (NeurIPS), 2020 |
Approximate Cross-Validation for Structured ModelsNeural Information Processing Systems (NeurIPS), 2020 |