152 citations · 152 across the 2 of their papers we have counts for
3 papers
cs.LG2021
Instance-based Label Smoothing For Better Calibrated Classification Networks
Mohamed Maher, Meelis Kull
Label smoothing is widely used in deep neural networks for multi-class classification. While it enhances model generalization and reduces overconfidence by aiming to lower the prob…
cs.IR2020
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-Commerce
Mohamed Maher, Perseverance Munga Ngoy, Aleksandrs Rebriks +4
Boosting sales of e-commerce services is guaranteed once users find more matching items to their interests in a short time. Consequently, recommendation systems have become a cruci…
cs.LG2019★ 152 cited
Automated Machine Learning: State-of-The-Art and Open Challenges
Radwa Elshawi, Mohamed Maher, Sherif Sakr
With the continuous and vast increase in the amount of data in our digital world, it has been acknowledged that the number of knowledgeable data scientists can not scale to address…