Shell X Hu

Fisher SAM: Information Geometry and Sharpness Aware Minimisation

Recent sharpness-aware minimisation (SAM) is known to find flat minima which is beneficial for better generalisation with improved robustness. SAM essentially modifies the loss function by the maximum loss value within the small neighborhood around the current iterate. However, it uses the Euclidean…