Optimal L2 Regularization in High-dimensional Continual Linear Regression
arXiv:2601.13844v2 Announce Type: replace
Abstract: We study generalization in an overparameterized continual linear regression setting, where a model is trained with L2 (isotropic) regularization across a sequence of tasks. We derive a closed-form ex…