Rabih Nassif

The Cost of Interpretability: Auditable User Representations via Archetypes

2026 · Zenodo (CERN European Organization for Nuclear Research)

Collaborative filtering embeddings underpin personalization across web platforms but are opaque: a user's dense vector cannot explain their behavioral profile to a regulator or the user themselves, and retraining produces arbitrarily rotated coordinates that defeat …