Vector-valued Sprecher representation conjecture
Vector-valued Sprecher representation conjecture
Let with , and let be continuous. A Sprecher Network has architecture with one hidden block of width and an output block, using continuous splines , monotonic and , suitable parameters , and optionally lateral mixing parameters. Vector-valued Sprecher representation conjecture. For every , there exists such a network whose output satisfies
This extends the scalar Sprecher representation to vector-valued functions, but the supplied context states that universality of this specific construction is not directly covered by Sprecher's theorem. The status of the vector-valued extension therefore remains open.
Sources & referencesView supporting material
Primary source
Christian Hägg, Kathlén Kohn, Giovanni Luca Marchetti and Boris Shapiro, “Sprecher Networks: A Parameter-Efficient Kolmogorov-Arnold Architecture”, arXiv:2512.19367 (2026).
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