SAM and several variants improve average OOD and gradual domain adaptation accuracy over Adam on four small benchmarks, but the new theoretical bounds match rather than improve on prior rates.
Sharpness-aware minimization leads to low-rank features
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Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization
SAM and several variants improve average OOD and gradual domain adaptation accuracy over Adam on four small benchmarks, but the new theoretical bounds match rather than improve on prior rates.