arxivcs.LG2026-07-23
Neural Feature Governance: Extending Atom Prevalence
Idris Karel Seunda Ekwe, Patrick Tenga Shako, Ernest Parfait Fokoué
Neural network compression and interpretability remain open challenges in modern deep learn- ing, where billion-parameter architectures deliver impressive accuracy at the cost of trans- parency, computational efficiency, and reliable uncertainty quantification. This paper introdu…