Author

Sharath Honnaiah

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Jul 2026

A Coulomb Particle Model for Learning Kernel Attention in Transformers

A particle-based method that learns this distribution by optimizing kernel-target alignment while regularizing particles with a Riesz/Coulomb repulsive potential is proposed and instantiate the method in linearized Transformer attention.

M. B. Khuzani, Sharath Honnaiah, Atiq Islam et al. · arXiv.org · 0 citations