Sepp Tsang

A Unified Approach to Interpretable Causal Root Cause Attribution

This work proposes a unified, causally informed attribution approach that integrates structural causal information into the metric-tree decomposition framework and corrects key sources of misalignment in GCM-based causal attributions, substantially improving causal validity while preserving interpretability and fast co...