Srinivasan Ravichandran

FairXGBoost: Fairness-aware Classification in XGBoost

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Implementation of fairness-aware classification based on [our paper](https://arxiv.org/abs/2009.01442) Discussion at https://github.com/dmlc/xgboost/issues/7282 The regularizer proposed in the paper aims at achieving demographic parity (by reducing disparate impact) for minority groups. For...