Eishaan/selfdistill-repro-bundle
Reproduction — Why Self-Training Helps and Hurts: Denoising vs. Signal Forgetting Independent reproduction of ICML 2026 paper VnA5q5jXVz (arXiv 2602.14029), Wu, Yang & Sun. No official code was released; everything here is written from the paper. What is verified Claim Content Status Evidence 1 Deterministic-equivalent recursion R*_t = B*_t (forgetting, up) + V*_t (noise, down exp) verified claim1_decomposition.py, general_cov.py (spiked Thm 3.2 and… See the full description on the dataset page: https://huggingface.co/datasets/Eishaan/selfdistill-repro-bundle.
| Author / organization | Eishaan |
|---|---|
| Downloads | 148 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 17 July 2026 |
| Last updated at source | 17 July 2026 |
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