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ProCreations/repro-black-box-assisted-regression-phase-transitions-and-minimax-optimality

sourceHugging Faceupdated 2mo agoView on Hugging Face

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Reproduction bundle

Deterministic clean-room audit of all six exact registered claims for OpenReview N9nlCRUiir, pinned to immutable arXiv 2606.25743v1.

bash

PYTHONWARNINGS=error python3 reproduce.py --output replay --source-dir source
python3 build_manifest.py --verify

The bundle checks critical-radius and minimax formulas, holdout safety with destructive controls, and primary-source synthetic/CIFAR/AG-News evidence.