57 citations · 83 across the 2 of their papers we have counts for
2 papers
cs.NE2024★ 57 cited
Fast Genetic Algorithm for feature selection -- A qualitative approximation approach
Mohammed Ghaith Altarabichi, Sławomir Nowaczyk, Sepideh Pashami +1
Evolutionary Algorithms (EAs) are often challenging to apply in real-world settings since evolutionary computations involve a large number of evaluations of a typically expensive f…
cs.LG2024★ 26 cited
Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks
Mohammed Ghaith Altarabichi, Sławomir Nowaczyk, Sepideh Pashami +2
This paper investigates how various randomization techniques impact Deep Neural Networks (DNNs). Randomization, like weight noise and dropout, aids in reducing overfitting and enha…