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Ga-sam: Gradient-strength based adap- tive sharpness-aware minimization for improved generalization

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cs.LG 1

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2025 1

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Sharpness-Aware Minimization with Z-Score Gradient Filtering

cs.LG · 2025-05-05 · unverdicted · novelty 4.0

Z-Score Filtered SAM retains only high absolute Z-score gradient components per layer during the ascent step and reports higher test accuracy than standard SAM on CIFAR and Tiny-ImageNet benchmarks.

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  • Sharpness-Aware Minimization with Z-Score Gradient Filtering cs.LG · 2025-05-05 · unverdicted · none · ref 47

    Z-Score Filtered SAM retains only high absolute Z-score gradient components per layer during the ascent step and reports higher test accuracy than standard SAM on CIFAR and Tiny-ImageNet benchmarks.