7 citations · 14 across the 3 of their papers we have counts for
3 papers
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…
Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector
Grace A. Lewis, Stephany Bellomo, April Galyardt
The use of machine learning or artificial intelligence (ML/AI) holds substantial potential toward improving many functions and needs of the public sector. In practice however, inte…
What to Fix? Distinguishing between design and non-design rules in automated tools
Neil A. Ernst, Stephany Bellomo, Ipek Ozkaya +1
Technical debt---design shortcuts taken to optimize for delivery speed---is a critical part of long-term software costs. Consequently, automatically detecting technical debt is a h…