Data Quality in Edge Machine Learning: A State-of-the-Art Survey. - Mohammed Djameleddine Belgoumri; Mohamed Reda Bouadjenek; Sunil Aryal; Hakim Hacid (CoRR, 2024)

Navigating loss manifolds via rigid body dynamics: A promising avenue for robustness and generalisation. - Mohammed Djameleddine Belgoumri; Mohamed Reda Bouadjenek; Hakim Hacid; Imran Razzak; Sunil Aryal (CoRR, 2025)