A linear stability analysis introduces data coherence to explain why SGD and SAM prefer stable and simple minima in two-layer ReLU networks.
Towards understanding sharpness-aware minimization
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
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cs.LG 2years
2025 2verdicts
UNVERDICTED 2representative citing papers
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.
citing papers explorer
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A Unified Stability Analysis of SAM vs SGD: Role of Data Coherence and Emergence of Simplicity Bias
A linear stability analysis introduces data coherence to explain why SGD and SAM prefer stable and simple minima in two-layer ReLU networks.
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Sharpness-Aware Minimization with Z-Score Gradient Filtering
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.