Jinping Zou

Sharpness-Aware Minimization with Adaptive Regularization for Training Deep Neural Networks

Sharpness-Aware Minimization (SAM) has proven highly effective in improving model generalization in machine learning tasks. However, SAM employs a fixed hyperparameter associated with the regularization to characterize the sharpness of the model. Despite its success, research on adaptive regularizat…