4 citations · 4 across the 1 of their papers we have counts for
Showing cs.SEShow all
3 papers · 1 filter
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.SE2022★ 4 cited
How to Improve Deep Learning for Software Analytics (a case study with code smell detection)
Rahul Yedida, Tim Menzies
To reduce technical debt and make code more maintainable, it is important to be able to warn programmers about code smells. State-of-the-art code small detectors use deep learners,…
cs.SE2020
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal +2
How to make software analytics simpler and faster? One method is to match the complexity of analysis to the intrinsic complexity of the data being explored. For example, hyperparam…