| title: Reproduction Shared Linear Representation TPGD | |
| emoji: 🎯 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: static | |
| pinned: false | |
| tags: | |
| - icml2026-repro | |
| - paper-TnquAvyTtL | |
| # Reproduction bundle | |
| Deterministic claim-complete audit of all six registered claims for OpenReview `TnquAvyTtL` and arXiv `2605.00473v1`. | |
| ```bash | |
| PYTHONWARNINGS=error python3 reproduce.py --output-dir replay --source-dir source | |
| python3 build_manifest.py --verify | |
| ``` | |
| The bundle covers the exact two-phase algorithm, regularizer gradients, eight finite TPGD runs, destructive controls, theorem-rate identities, sample requirements, dimension-independent contraction counts, and transfer-risk decomposition. The source's Phase-I prose typo is disclosed. Finite diagnostics do not replace the universal theorem proofs. | |