40 citations · 47 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 7 cited
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models
Brittany Johnson, Jesse Bartola, Rico Angell +4
Modern software relies heavily on data and machine learning, and affects decisions that shape our world. Unfortunately, recent studies have shown that because of biases in data, so…
cs.SE2018★ 40 cited
Causal Testing: Finding Defects' Root Causes
Brittany Johnson, Yuriy Brun, Alexandra Meliou
Understanding the root cause of a defect is critical to isolating and repairing buggy behavior. We present Causal Testing, a new method of root-cause analysis that relies on the th…