 Sparsity-Preserving Differentially Private Training of Large Embedding
ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 Differentially Private Synthetic Data via Foundation Model APIs 1: ImagesInternational Conference on Learning Representations (ICLR), 2023 |
 DP-SIPS: A simpler, more scalable mechanism for differentially private
partition selectionProceedings on Privacy Enhancing Technologies (PoPETs), 2023 |
 Secure Federated ClusteringIACR Cryptology ePrint Archive (IACR ePrint), 2022 |
 Evaluation of Open-source Tools for Differential PrivacyItalian National Conference on Sensors (INS), 2022 |
 Differentially Private n-gram ExtractionNeural Information Processing Systems (NeurIPS), 2021 |
 Language Scaling for Universal Suggested Replies ModelNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Differentially Private Weighted SamplingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
 Distributed Differentially Private Mutual Information Ranking and Its
ApplicationsIEEE International Conference on Information Reuse and Integration (IRI), 2020 |
