Browsing Faculty Publications (Bibliographic) by Subject "Augmented Lagrangian method"
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A gradient-based bilevel optimization approach for tuning regularization hyperparameters
(Springer, 2023-09-29)Hyperparameter tuning in the area of machine learning is often achieved using naive techniques, such as random search and grid search. However, most of these methods seldom lead to an optimal set of hyperparameters and ...