From Data to Decision: Data-Centric Infrastructure for Reproducible ML in Collaborative eScience

Zhiwei Li, Carl Kesselman, Tran Huy Nguyen +3

Reproducibility remains a central challenge in machine learning (ML), especially in collaborative eScience projects where teams iterate over data, features, and models. Current ML…