Generalized Pairwise Fairness for Regression and Classification
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FairReweighing: density estimation-based reweighing framework for improving separation in fair regression
Usage
- Install dependencies:
pip install -r requirements.txt
- Navigate to the source code:
cd src
- Run experiments on a given dataset:
python main.py german
- Results are stored in separate folder