43 citations · 163 across the 30 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 43 cited
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness
Yongkai Wu, Lu Zhang, Xintao Wu +1
A recent trend of fair machine learning is to define fairness as causality-based notions which concern the causal connection between protected attributes and decisions. However, on…
cs.SE2019★ 2 cited
Can Automated Program Repair Refine Fault Localization?
Yiling Lou, Ali Ghanbari, Xia Li +3
Software bugs are prevalent in modern software systems and notoriously hard to debug manually. Therefore, a large body of research efforts have been dedicated to automated software…
cs.SE2019★ 4 cited
Automatic Testing and Improvement of Machine Translation
Zeyu Sun, Jie M. Zhang, Mark Harman +2
This paper presents TransRepair, a fully automatic approach for testing and repairing the consistency of machine translation systems. TransRepair combines mutation with metamorphic…