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sharpness minimization

6 papers

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Co-occurring keywords · papers mentioning both

neural network optimization (3) neural network (2) parameter averaging (1) objective smoothing (1) local minima (1) two-step gradient update (1) linear feature (1) reparametrization invariance (1) worst-case training (1) flat minimizer (1)

Papers

Simplicity Bias via Global Convergence of Sharpness Minimization ICML 2024 Why is parameter averaging beneficial in SGD? An objective smoothing perspective AISTATS 2024 A Modern Look at the Relationship between Sharpness and Generalization ICML 2023 Beyond the Edge of Stability via Two-step Gradient Updates 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 NeurIPS 2023