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cs.LG2025★ 4 cited
FairUDT: Fairness-aware Uplift Decision Trees
Anam Zahid, Abdur Rehman Ali, Shaina Raza +3
Training data used for developing machine learning classifiers can exhibit biases against specific protected attributes. Such biases typically originate from historical discriminat…
cs.LG2024
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions
Zainab Al-Zanbouri, Gauri Sharma, Shaina Raza
This study investigates how machine learning (ML) models can predict hospital readmissions for diabetic patients fairly and accurately across different demographics (age, gender, r…