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SSOG-Attention: Sum Of Separable Gaussians as a sub-quadratic and scalable alternative to SDPA. [R]

Reddit r/MachineLearning ↗ · 2026-08-16

SSOG-Attention introduces a novel attention mechanism using Sum of Separable Gaussians to achieve sub-quadratic complexity, outperforming or matching SDPA with faster convergence and improved efficiency.

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