local differential privacy

Differentially Private Reinforcement Learning with Self-Play NeurIPS 2024 Exactly Minimax-Optimal Locally Differentially Private Sampling NeurIPS 2024 Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model ICLR 2024 Locally Private and Robust Multi-Armed Bandits NeurIPS 2024 Online Distribution Learning with Local Privacy Constraints AISTATS 2024 Optimal Locally Private Nonparametric Classification with Public Data JMLR 2024 Publishing Number of Walks and Katz Centrality under Local Differential Privacy UAI 2024 Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity COLT 2024 Split-and-Denoise: Protect large language model inference with local differential privacy ICML 2024 Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy ICML 2024 Universal Exact Compression of Differentially Private Mechanisms NeurIPS 2024 Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023 DP-BART for Privatized Text Rewriting under Local Differential Privacy ACL 2023 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023 Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023 LDP-Feat: Image Features with Local Differential Privacy ICCV 2023 Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy NeurIPS 2023 Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023 On Computing Pairwise Statistics with Local Differential Privacy NeurIPS 2023 Online Local Differential Private Quantile Inference via Self-normalization ICML 2023 Robust Estimation of Discrete Distributions under Local Differential Privacy ALT 2023 Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints COLT 2023 Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints NeurIPS 2023 Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022