157 citations · 350 across the 11 of their papers we have counts for
3 papers · 1 filter
AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks
Hassan Eldeeb, Mohamed Maher, Radwa Elshawi +1
With the booming demand for machine learning applications, it has been recognized that the number of knowledgeable data scientists can not scale with the growing data volumes and a…
To tune or not to tune? An Approach for Recommending Important Hyperparameters
Mohamadjavad Bahmani, Radwa El Shawi, Nshan Potikyan +1
Novel technologies in automated machine learning ease the complexity of algorithm selection and hyperparameter optimization. Hyperparameters are important for machine learning mode…
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…