2 papers
cs.SE2024
Is Hyper-Parameter Optimization Different for Software Analytics?
Rahul Yedida, Tim Menzies
Yes. SE data can have "smoother" boundaries between classes (compared to traditional AI data sets). To be more precise, the magnitude of the second derivative of the loss function…
cs.SE2023
SparseCoder: Advancing Source Code Analysis with Sparse Attention and Learned Token Pruning
Xueqi Yang, Mariusz Jakubowski, Li Kang +2
As software projects rapidly evolve, software artifacts become more complex and defects behind get harder to identify. The emerging Transformer-based approaches, though achieving r…