280 citations · 436 across the 21 of their papers we have counts for
Showing 2022 · cs.SEShow all
3 papers · 2 filters
cs.SE2022★ 28 cited
Software Testing for Machine Learning
Dusica Marijan, Arnaud Gotlieb
Machine learning has become prevalent across a wide variety of applications. Unfortunately, machine learning has also shown to be susceptible to deception, leading to errors, and e…
cs.SE2022★ 51 cited
Industry-Academia Research Collaboration in Software Engineering: The Certus Model
Dusica Marijan, Arnaud Gotlieb
Context: Research collaborations between software engineering industry and academia can provide significant benefits to both sides, including improved innovation capacity for indus…
cs.SE2022★ 2 cited
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques
Mohit Kumar Ahuja, Arnaud Gotlieb, Helge Spieker
Deep Learning (DL) has revolutionized the capabilities of vision-based systems (VBS) in critical applications such as autonomous driving, robotic surgery, critical infrastructure s…