One-Shot Private Confidence Regions via Resampling
stat.ML, cs.CR
Submitted: 2026-10-06
Updated: 2026-10-08
Sources
- Priv'IT: Private and Sample Efficient Identity Testing
- Resampling methods for private statistical inference
- Gaussian Differential Private Bootstrap by Subsampling
- Collision-based Testers are Optimal for Uniformity and Closeness
- Differentially Private Nonparametric Confidence Intervals Under Minimal Distributional Assumptions
- Private Posterior distributions from Variational approximations
- Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies
- Revisiting Differentially Private Hypothesis Tests for Categorical Data
Related papers
- Behavior of prediction performance metrics with rare events
- Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
- A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
- Efficient quadratic entropy with distance sketches
- Embedding-Bias in Conditional Independence Testing
- From Log-Odds to Shapley Values: An Explanatory Geometry for the Weighted Naive Bayes Classifier