Stability Analysis of Sharpness-Aware Minimization

ORID tNvmMTsRqh · tags icml2026-repro paper-tNvmMTsRqh

#StatusPageArtifactClaim excerpt
1VERIFIED 2/201-perturbation-radius-satisfies-being-negativeartifactTheorem 1 shows that when the perturbation radius ρ satisfies ρ ≥ -1/λ1 (λ1 bein…
2VERIFIED 2/202-uses-stochastic-diffusion-analysis-samartifactTheorem 2 uses a stochastic diffusion analysis to show SAM's mean squared displa…
3VERIFIED 2/203-mean-squared-displacement-near-saddleartifactTheorem 3 shows the mean squared displacement near a saddle scales as 1/[(1-γ)B]…
4VERIFIED 2/204-beale-test-function-sam-empiricallyartifactOn the Beale test function, SAM is empirically shown to become stuck at a saddle…
5VERIFIED 2/205-cifar-benchmarks-adding-momentum-increasesartifactOn CIFAR benchmarks, adding momentum increases SAM's accuracy by more than 20 pe…

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