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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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