privacy guarantee

Private Convex Optimization via Exponential Mechanism COLT 2022 Task-level Differentially Private Meta Learning NeurIPS 2022 Federated f-Differential Privacy AISTATS 2021 Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy EMNLP 2021 Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP 2021 Learning and Evaluating a Differentially Private Pre-trained Language Model NAACL 2021 On the Intrinsic Differential Privacy of Bagging IJCAI 2021 On the Privacy Properties of GAN-generated Samples AISTATS 2021 When differential privacy meets NLP: The devil is in the detail EMNLP 2021 Bayesian Differential Privacy for Machine Learning ICML 2020 Smoothly Bounding User Contributions in Differential Privacy NeurIPS 2020 Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate NeurIPS 2019 Local Differential Privacy for Evolving Data NeurIPS 2018 Collecting Telemetry Data Privately NeurIPS 2017 Controlling privacy in recommender systems NeurIPS 2014 Adaptive Anonymity via b-Matching NeurIPS 2013