Hugging Face Attempts to Reproduce 2,200 ICML Papers: What It Reveals About ML Research Practices
Reproducibility has long been a concern in machine learning research, where papers often lack the code, data, or computational details needed to verify published results. Hugging Face has undertaken a systematic effort to address this gap by attempting to reproduce 2,200 papers from ICML, one of the field'