Alon et al.'s VC-dimension conjecture for completions of gap Hamming distance
Alon et al.'s VC-dimension conjecture for completions of gap Hamming distance
Let be the partial sign matrix for the gap Hamming distance problem, and let be any total sign matrix obtained by replacing every entry of arbitrarily by or . Let denote the VC dimension of . Alon et al.'s conjecture. There exists a function such that, for every such completion ,
A positive answer would show that learnability is a topological phenomenon for total concept classes and would imply a strong form of the open problem concerning learnability of disambiguations of half-spaces with margin. The source presents this as a conjecture attributed to Alon et al.; no resolution is given.
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Sources & referencesView supporting material
Primary source
Florian Frick, Kaave Hosseini and Aliaksei Vasileuski, “A Z_2-Topological Framework for Sign-rank Lower Bounds”, arXiv:2604.01510 (2026).
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