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sharpness minimization

5 papers

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Co-occurring keywords

neural network optimization (1293) neural network (6616) parameter averaging (9) objective smoothing (1) local minima (39) two-step gradient update (1) reparametrization invariance (2) worst-case training (3) flat minimizer (3) distributional robust optimization (5)

Papers

Why is parameter averaging beneficial in SGD? An objective smoothing perspective AISTATS 2024
Beyond the Edge of Stability via Two-step Gradient Updates ICML 2023
A Modern Look at the Relationship between Sharpness and Generalization ICML 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization NIPS 2023