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Revisiting Benchmarks for Privacy-Preserving Image Classification

Towards Standardized Evaluation in Differentially Private Image Classification: A Critical Approach

Private Distribution Learning with Public Data

A Bias-Variance-Privacy Trilemma for Statistical Estimation

Efficient and Differentially Private Statistical Estimation via a Sum-of-Squares Exponential Mechanism

Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy

Modern Challenges in Distribution Testing

On Learning and Covering Structured Distributions