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Yong-Yi Wu

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Preprint Oct 2026

From Generic to Dedicated: A Novel Optimizer for Online Continual Learning

This work reveals a new link between optimization dynamics and OCL needs by recasting Polyak-Ruppert averaging as the engine of"plasticity" and Primal averaging as the anchor of"stability" in SPIN, which explicitly decouples plasticity and stability by interpolating between a fast-moving"plasticity"sequence and an adap...

Yong-Yi Wu, Zheng Wang, Sen Lin · 0 citations

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