Derives transformer-like dual-filter inference layers from first-principles optimal control on nonlinear discrete and linear Gaussian sequence models.
Localmax dynamics for attention in transformers and its asymptotic behavior.arXiv preprint arXiv:2509.15958, 2025
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Transformer-like Inference from Optimal Control
Derives transformer-like dual-filter inference layers from first-principles optimal control on nonlinear discrete and linear Gaussian sequence models.