"mean-field dynamics" Papers

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A multiscale analysis of mean-field transformers in the moderate interaction regime

Giuseppe Bruno, Federico Pasqualotto, Andrea Agazzi

NEURIPS 2025oralarXiv:2509.25040
8
citations

Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape

Juno Kim, Taiji Suzuki

ICML 2024arXiv:2402.01258
38
citations