Ziv Weiss Haddad

Soft Local Completeness: Rethinking Completeness in XAI

Completeness is a widely discussed property in explainability research, requiring that the attributions sum to the model's response to the input. While completeness intuitively suggests that the model's prediction is "completely explained" by the attributions, its global formulation alone is insuffi…