leave-one-out cross-validation

Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings AISTATS 2025 Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent AISTATS 2024 On Leave-One-Out Conditional Mutual Information For Generalization NeurIPS 2022 Cross-validation Confidence Intervals for Test Error NeurIPS 2020 Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data AISTATS 2020 Bayesian leave-one-out cross-validation for large data ICML 2019 On Optimal Generalizability in Parametric Learning NeurIPS 2017 Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models JMLR 2016 Leave-One-Out Kernel Optimization for Shadow Detection ICCV 2015 A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis JMLR 2011 An Homotopy Algorithm for the Lasso with Online Observations NeurIPS 2008 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 2008