20 citations · 40 across the 8 of their papers we have counts for
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cs.SE2021★ 20 cited
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process
Nadia Nahar, Shurui Zhou, Grace Lewis +1
The introduction of machine learning (ML) components in software projects has created the need for software engineers to collaborate with data scientists and other specialists. Whi…
cs.SE2021★ 1 cited
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
Grace A. Lewis, Stephany Bellomo, Ipek Ozkaya
Increasing availability of machine learning (ML) frameworks and tools, as well as their promise to improve solutions to data-driven decision problems, has resulted in popularity of…