| title: Reproduction Networked Information Aggregation for Binary Classification | |
| emoji: 🎯 | |
| colorFrom: purple | |
| colorTo: blue | |
| sdk: static | |
| pinned: false | |
| tags: | |
| - icml2026-repro | |
| - paper-mrtg4NmvAe | |
| # Reproduction bundle | |
| This deterministic CPU-only Trackio logbook audits all five exact registered | |
| claims for OpenReview `mrtg4NmvAe` against arXiv `2605.01082v1`. | |
| Primary links: [OpenReview](https://openreview.net/forum?id=mrtg4NmvAe) and | |
| [arXiv v1](https://arxiv.org/abs/2605.01082v1). | |
| ```bash | |
| PYTHONWARNINGS=error python reproduce.py --output replay | |
| python build_manifest.py --verify | |
| ``` | |
| Evidence includes exact nontrivial BCE projection identities, 48 sequential | |
| logit-passing panels, 56 deterministic Gaussian lower-bound cells, 72 depth- | |
| formula cells, and destructive non-optimal-reference and probability-passing | |
| controls. Source proofs and finite diagnostics remain explicitly distinct. | |