Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian - In: Journal of Global Optimization 85 (2022) 3, pp. 709-741
Regularization is used in many different areas of optimization when solutions are sought which not only minimize a … and machine learning. Since the choice of the regularization parameter is crucial but often difficult, path …-following methods are used to approximate the entire regularization path, i.e., the set of all possible solutions for all regularization …