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News/Spectral Limits of Polynomial Graph Filters on the Long-Range Ising Model Benchmark
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Spectral Limits of Polynomial Graph Filters on the Long-Range Ising Model Benchmark

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arXiv:2610.22713v1 Announce Type: new Abstract: The Long-Range Ising Model benchmark (LRIM) guarantees long-range dependence by construction: each label is the node's spin times the spin field convolved with a power-law coupling, so any model's distance from the target is measurable. We prove that a

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