Transfer Learning in ${\ell }_1$ Regularized Regression: Hyperparameter Selection Strategy based on Sharp Asymptotic Analysis

Koki Okajima, Tomoyuki Obuchi

Transfer learning techniques aim to leverage information from multiple related datasets to enhance prediction quality against a target dataset. Such methods have been adopted in th…