Author

Yijiang Pang

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Jul 2026

The Convergence Behavior of Adam under Heavy-Tailed Noise

A discounted regret analysis for Adam is developed, without restrictive parameter coupling, and the first convergence guarantees for the plain vector-form Adam optimizer under heavy-tailed stochastic noise are established.

Yijiang Pang · arXiv.org · 1 citation