13 citations · 13 across the 2 of their papers we have counts for
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stat.ME2023
Predicting Rare Events by Shrinking Towards Proportional Odds
Gregory Faletto, Jacob Bien
Training classifiers is difficult with severe class imbalance, but many rare events are the culmination of a sequence with much more common intermediate outcomes. For example, in o…
stat.ME2022★ 13 cited
Cluster Stability Selection
Gregory Faletto, Jacob Bien
Stability selection (Meinshausen and Buhlmann, 2010) makes any feature selection method more stable by returning only those features that are consistently selected across many subs…