2 papers
cs.CY2025
What is Reproducibility in Artificial Intelligence and Machine Learning Research?
Abhyuday Desai, Mohamed Abdelhamid, Nakul R. Padalkar
In the rapidly evolving fields of Artificial Intelligence (AI) and Machine Learning (ML), the reproducibility crisis underscores the urgent need for clear validation methodologies…
cs.LG2024
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification
Mohamed Abdelhamid, Abhyuday Desai
Class imbalance in binary classification tasks remains a significant challenge in machine learning, often resulting in poor performance on minority classes. This study comprehensiv…