Fairness-Aware Streaming Feature Selection with Causal Graphs

Leizhen Zhang, Lusi Li, Di Wu +2

Its crux lies in the optimization of a tradeoff between accuracy and fairness of resultant models on the selected feature subset. The technical challenge of our setting is twofold:…