73 citations · 77 across the 13 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
stat.ME2022
RWN: A Novel Neighborhood-Based Method for Statistical Disclosure Control
Noah Perry, Norman Matloff, Patrick Tendick
A novel variation of the data swapping approach to statistical disclosure control is presented, aimed particularly at preservation of multivariate relations in the original dataset…
cs.LG2022
Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning
Norman Matloff
The old empathetic adage, ``Walk a mile in their shoes,'' asks that one imagine the difficulties others may face. This suggests a new ML counterfactual fairness criterion, based on…
cs.LG2022
A Novel Regularization Approach to Fair ML
Norman Matloff, Wenxi Zhang
A number of methods have been introduced for the fair ML issue, most of them complex and many of them very specific to the underlying ML moethodology. Here we introduce a new appro…