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cs.LG2025
FedCF: Fair Federated Conformal Prediction
Anutam Srinivasan, Aditya T. Vadlamani, Amin Meghrazi +1
Conformal Prediction (CP) is a widely used technique for quantifying uncertainty in machine learning models. In its standard form, CP offers probabilistic guarantees on the coverag…
cs.LG2025★ 1 cited
A Generic Framework for Conformal Fairness
Aditya T. Vadlamani, Anutam Srinivasan, Pranav Maneriker +2
Conformal Prediction (CP) is a popular method for uncertainty quantification with machine learning models. While conformal prediction provides probabilistic guarantees regarding th…