61 citations · 61 across the 1 of their papers we have counts for
2 papers
cs.LG2018
The Frontiers of Fairness in Machine Learning
Alexandra Chouldechova, Aaron Roth
The last few years have seen an explosion of academic and popular interest in algorithmic fairness. Despite this interest and the volume and velocity of work that has been produced…
stat.ML2015★ 61 cited
Generalized Additive Model Selection
Alexandra Chouldechova, Trevor Hastie
We introduce GAMSEL (Generalized Additive Model Selection), a penalized likelihood approach for fitting sparse generalized additive models in high dimension. Our method interpolate…