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Alejandro Calatrava

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#machine learning Preprint Sep 2026

SAM-on-the-Curve: Sharpness-Aware Mode Connectivity for Robust Weight-Space Interpolation

This work proposes Sharp Mode Connectivity (SMC), which applies a first-order sharpness-aware approximation to the resulting minimax functional, enforcing flatness along the entire curve rather than only on it, establishing path-wise flatness as a practical principle for robust weight-space interpolation.

Alejandro Calatrava, Xu Zhang, Wang Ren · 0 citations

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