332 citations · 365 across the 11 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024★ 10 cited
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling
Saige Rutherford, Thomas Wolfers, Charlotte Fraza +4
Reference classes in healthcare establish healthy norms, such as pediatric growth charts of height and weight, and are used to chart deviations from these norms which represent pot…
cs.LG2022★ 4 cited
PROMISSING: Pruning Missing Values in Neural Networks
Seyed Mostafa Kia, Nastaran Mohammadian Rad, Daniel van Opstal +5
While data are the primary fuel for machine learning models, they often suffer from missing values, especially when collected in real-world scenarios. However, many off-the-shelf m…