differential privacy

Differentially Private Online-to-batch for Smooth Losses NeurIPS 2022 Differentially Private Regression with Unbounded Covariates AISTATS 2022 Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022 Differentially private SGDA for minimax problems UAI 2022 Differential privacy and robust statistics in high dimensions COLT 2022 Differential privacy for symmetric log-concave mechanisms AISTATS 2022 Differential Privacy in Natural Language Processing: The Story So Far NAACL 2022 DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis CVPR 2022 DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy AAAI 2022 DP-PCA: Statistically Optimal and Differentially Private PCA NeurIPS 2022 DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting COLING 2022 Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis MLHC 2022 Fair NLP Models with Differentially Private Text Encoders EMNLP 2022 Faster Privacy Accounting via Evolving Discretization ICML 2022 Faster Rates of Private Stochastic Convex Optimization ALT 2022 Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022 Federated Nearest Neighbor Classification with a Colony of Fruit-Flies AAAI 2022 Federated online clustering of bandits UAI 2022 Flexible Accuracy for Differential Privacy AISTATS 2022 FriendlyCore: Practical Differentially Private Aggregation ICML 2022 Groove: Flexible Metadata-Private Messaging OSDI 2022 Hermite Polynomial Features for Private Data Generation ICML 2022 Homomorphic Matrix Completion NeurIPS 2022 How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022 How reparametrization trick broke differentially-private text representation learning ACL 2022