Author

Wei Chen

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#machine learning Preprint Sep 2026

HyperTransfer: Understanding the Equivalence between Base Optimizer and Hyperball

HyperTransfer is proposed, which constructs a Hyperball optimizer that reproduces the dynamics of a target Base Optimizer using only its initialization and learning-rate schedule, without running the target optimizer itself, to extend the framework to non-scale-invariant networks.

Jinghui Yuan, Hong-Tao Zhang, Jade Zou et al. · 0 citations