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Tai-Chun Yeh

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#machine learning Preprint Oct 2026

Multi-Token Random-Walk Learning via Meeting-Triggered Information Exchange

This work investigates multi-token RW learning under two information exchange policies, which average stochastic gradients and updated models, respectively, when tokens meet, and establishes iteration complexity lower bounds for non-convex, convex, and strongly convex objectives on complete graphs.

Tai-Chun Yeh, Xing-Ran Chen · 0 citations