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Paolo Missier

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Aug 2026

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.

P. Lazzaro, Elia Guglielmi, Paolo Missier et al. · 0 citations

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