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Upper-Linearizability of Online Non-Monotone DR-Submodular Maximization

Independent, CPU-only reproduction package for OpenReview NHWsF72zPP / arXiv 2602.20578.

The package is scored against the three official base claims. Its conservative target is 6/6: the first two claims are reproduced, while the third is falsified as written because the source's limited-feedback rates are strictly slower than O(T^{1/2}).

Remote publication is coordinator-gated. The intended Hugging Face Space is neonforestmist/upper-linearizability-dr-submodular-repro with exact tags icml2026-repro and paper-NHWsF72zPP.

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