3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.SE2026★ 1 cited
A Survey of Algorithm Debt in Machine and Deep Learning Systems: Definition, Smells, and Future Work
Emmanuel Iko-Ojo Simon, Chirath Hettiarachchi, Fatemeh Fard +2
The adoption of Machine and Deep Learning (ML/DL) technologies introduces maintenance challenges, leading to Technical Debt (TD). Algorithm Debt (AD) is a TD type that impacts the…
cs.SE2024★ 3 cited
Automated Detection of Algorithm Debt in Deep Learning Frameworks: An Empirical Study
Emmanuel Iko-Ojo Simon, Chirath Hettiarachchi, Alex Potanin +2
Context: Previous studies demonstrate that Machine or Deep Learning (ML/DL) models can detect Technical Debt from source code comments called Self-Admitted Technical Debt (SATD). D…