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Emily J. King

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#machine learning Preprint Aug 2026

Towards a mathematical theory of superposition

A mathematical theory of superposition in neural networks using tools from frame theory and compressed sensing and a novel characterization of the distribution of signs in the Gram matrix is developed.

Michael I. Ivanitskiy, J. Jasper, Emily J. King et al. · 0 citations