PROXAI: Interactive Provenance-Aware Debugging of Machine Learning Pipelines
PROXAI, an interactive system that uses XAI techniques to identify influential data elements and follows their lineage through a multi-granular provenance graph, enabling users to trace preprocessing root causes, inspect transformation logic, and validate corrective actions within a unified debugging workflow.