O. M. Kiselev
1 indexed paper
Recent (6 mo)
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126
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Dynamical Systems×1AI×1ML×1
Research Timeline
2026
A Minimal Bifurcation Model of Load Imbalance in a Softmax Mixture-of-Experts Router
The paper develops a minimal dynamical model showing that adaptive softmax routing in Mixture-of-Experts (MoE) layers can undergo abrupt transitions to load imbalance via bifurcation mechanisms.
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