An adaptively inexact first-order method for bilevel optimization with application to hyperparameter learning

Mohammad Sadegh Salehi, Subhadip Mukherjee, Lindon Roberts +1

Various tasks in data science are modeled utilizing the variational regularization approach, where manually selecting regularization parameters presents a challenge. The difficulty…