2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Rolling Ball Optimizer: Learning by ironing out loss landscape wrinkles
Mohammed Djameleddine Belgoumri, Mohamed Reda Bouadjenek, Hakim Hacid +2
Training large neural networks (NNs) requires optimizing high-dimensional data-dependent loss functions. The optimization landscape of these functions is often highly complex and t…
cs.LG2024★ 2 cited
Data Quality in Edge Machine Learning: A State-of-the-Art Survey
Mohammed Djameleddine Belgoumri, Mohamed Reda Bouadjenek, Sunil Aryal +1
Data-driven Artificial Intelligence (AI) systems trained using Machine Learning (ML) are shaping an ever-increasing (in size and importance) portion of our lives, including, but no…