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ProCreations/repro-dynamic-regret-via-discounted-to-dynamic-reduction

sourceHugging Faceupdated 2mo agoView on Hugging Face

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Reproduction bundle

Deterministic CPU-only Trackio audit of all six exact registered claims for OpenReview 418BWmKIzX, pinned to arXiv 2606.11149v1.

bash

PYTHONWARNINGS=error python reproduce.py --output replay
python build_manifest.py --verify

The bundle directly executes source Algorithms 1–2 on an exact-TV-controlled drifting coordinate-halfspace family, exhaustively executes sliding-window ERM over finite VC subclasses, checks the algorithmic and information-theoretic rate balances and low-degree construction, and preserves the literal mismatch in Claim 6 (Delta registered versus sqrt(Delta) in the source).