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…
cs.CR2019
Differentially Private SQL with Bounded User Contribution
Royce J Wilson, Celia Yuxin Zhang, William Lam +3
Differential privacy (DP) provides formal guarantees that the output of a database query does not reveal too much information about any individual present in the database. While ma…