differential privacy

Differentially Private Adaptive Optimization with Delayed Preconditioners ICLR 2023 Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap COLT 2023 Differentially Private and Lazy Online Convex Optimization COLT 2023 Differentially Private Approximate Near Neighbor Counting in High Dimensions NeurIPS 2023 Differentially Private Condorcet Voting AAAI 2023 Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NeurIPS 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023 Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Differentially Private Fair Division AAAI 2023 Differentially Private Heatmaps AAAI 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Differentially Private Image Classification by Learning Priors from Random Processes NeurIPS 2023 Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023 Differentially Private Optimization on Large Model at Small Cost ICML 2023 Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023 Differentially Private Sharpness-Aware Training ICML 2023 Differentially Private Statistical Inference through β-Divergence One Posterior Sampling NeurIPS 2023 Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited UAI 2023 Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023 Differentially Private Synthetic Control AISTATS 2023 Differentially private synthetic data using KD-trees UAI 2023 Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data Interspeech 2023