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.
Blackard and Denis J
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.