"flat minima" Papers

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Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares

Lachlan MacDonald, Hancheng Min, Leandro Palma et al.

NEURIPS 2025arXiv:2510.17506

FedWMSAM: Fast and Flat Federated Learning via Weighted Momentum and Sharpness-Aware Minimization

Tianle Li, Yongzhi Huang, Linshan Jiang et al.

Improving Generalization of Deep Neural Networks by Optimum Shifting

Yuyan Zhou, Ye Li, Lei Feng et al.

AAAI 2025paperarXiv:2405.14111

Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning

Yeoreum Lee, Jinwook Jung, Sungyong Baik

ICLR 2025arXiv:2504.14662

Noise Stability Optimization for Finding Flat Minima: A Hessian-based Regularization Approach

Haotian Ju, Hongyang Zhang, Dongyue Li

ICLR 2025arXiv:2306.08553

How to Escape Sharp Minima with Random Perturbations

Kwangjun Ahn, Ali Jadbabaie, Suvrit Sra

ICML 2024arXiv:2305.15659

Improving Sharpness-Aware Minimization by Lookahead

Runsheng Yu, Youzhi Zhang, James Kwok

Simplicity Bias via Global Convergence of Sharpness Minimization

Khashayar Gatmiry, Zhiyuan Li, Sashank J. Reddi et al.

ICML 2024arXiv:2410.16401