Distribution-dependent Generalization Bounds for Tuning Linear Regression Across Tasks
arXiv:2507.05084v2 Announce Type: replace-cross
Abstract: Modern regression problems often involve high-dimensional data and a careful tuning of the regularization hyperparameters is crucial to avoid overly complex models that may overfit the training…