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2026 1

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Refresh-Scaling the Memory of Balanced Adam

cs.LG · 2026-05-11 · unverdicted · novelty 5.0

Setting β in balanced Adam to achieve a refresh count R_β ≈1000 based on effective learning horizon T_ES improves validation robustness over fixed-β baselines across 11 vision and language experiments.

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  • Refresh-Scaling the Memory of Balanced Adam cs.LG · 2026-05-11 · unverdicted · none · ref 21

    Setting β in balanced Adam to achieve a refresh count R_β ≈1000 based on effective learning horizon T_ES improves validation robustness over fixed-β baselines across 11 vision and language experiments.