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most citedGeneralized Damped Newton Algorithms in Nonsmooth Optimization via Second-Order Subdifferentials

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math.OC2024

Fundamental Convergence Analysis of Sharpness-Aware Minimization

Pham Duy Khanh, Hoang-Chau Luong, Boris S. Mordukhovich +1

The paper investigates the fundamental convergence properties of Sharpness-Aware Minimization (SAM), a recently proposed gradient-based optimization method [Foret et al., 2021] tha…