Charalampos Harry Souris

Machine Learning Lineage for Trustworthy Machine Learning Systems: Information Framework for MLOps Pipelines

2024 · IEEE Software

We describe machine learning (ML) lineage as a framework to holistically capture and connect the required information about ML model development and operations. ML lineage distinguishes between model and prediction levels, conceptually encompassing separate yet …