Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino, Hisashi Kashima. Making Individually Fair Predictions with Causal Pathways. Data Mining and Knowledge Discovery (DAMI), 2022.
A Paper Accepted for Data Mining and Knowledge Discovery (DAMI)
Our paper proposing learning a fair predictor based on the notion of “causal pathways” was accepted for Data Mining and Knowledge Discovery (DAMI) journal: