Description
Fair machine learning regression models which take sensitive attributes into account in model estimation. Currently implementing Komiyama et al. (2018) <http://proceedings.mlr.press/v80/komiyama18a/komiyama18a.pdf>, Zafar et al. (2019) <https://www.jmlr.org/papers/volume20/18-262/18-262.pdf> and my own approach from Scutari, Panero and Proissl (2022) <doi:10.1007/s11222-022-10143-w> that uses ridge regression to enforce fairness.
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WARNING 10 OK · 0 NOTE · 4 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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0.9.1
Mar 10, 2026
new
0.2
Aug 5, 2020