11 citations · 11 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 11 cited
Blackbox Post-Processing for Multiclass Fairness
Preston Putzel, Scott Lee
Applying standard machine learning approaches for classification can produce unequal results across different demographic groups. When then used in real-world settings, these inequ…
cs.CV2020
NBDT: Neural-Backed Decision Trees
Alvin Wan, Lisa Dunlap, Daniel Ho +6
Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use. In response, previous work comb…