2 papers
stat.ML2026
Differentially Private Conformal Prediction
Jiamei Wu, Ce Zhang, Zhipeng Cai +4
Conformal prediction (CP) has attracted broad attention as a simple and flexible framework for uncertainty quantification through prediction sets. In this work, we study how to dep…
stat.ME2025
Fair Conformal Prediction for Incomplete Covariate Data
Jingsen Kong, YIming Liu, Guangren Yang
Conformal prediction provides a distribution-free framework for uncertainty quantification. This study explores the application of conformal prediction in scenarios where covariate…