Symmetry efficiency conjecture
Symmetry efficiency conjecture
Let act on , and let be a continuous boundary whose symmetry group contains . For a target precision , let denote the minimum fiber dimension for approximating by a -equivariant section as in Definition~. Symmetry efficiency conjecture. For every ,
This is the remaining main conjecture for the continuous boundary approximation problem: imposing equivariance under the larger structure group should not reduce the fiber dimension required to achieve a given precision. The constraint is essential, since without requiring full -equivariance, inclusion of structure groups would give the opposite inequality trivially.
Sources & referencesView supporting material
Primary source
Catalin Vasii, “From Gradient Descent to Harmonic Interpolation: A Geometric Theory of Binary Classification”, arXiv:2607.00988 (2026).
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