Think locally, act globally: Federated learning with local and global representations PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ... arXiv preprint arXiv:2001.01523, 2020 | 519 | 2020 |
Leveraging public data for practical private query release T Liu, G Vietri, T Steinke, J Ullman, S Wu International Conference on Machine Learning, 6968-6977, 2021 | 61 | 2021 |
Iterative methods for private synthetic data: Unifying framework and new methods T Liu, G Vietri, SZ Wu Advances in Neural Information Processing Systems 34, 690-702, 2021 | 54 | 2021 |
Confidence-ranked reconstruction of census microdata from published statistics T Dick, C Dwork, M Kearns, T Liu, A Roth, G Vietri, ZS Wu Proceedings of the National Academy of Sciences 120 (8), e2218605120, 2023 | 24 | 2023 |
Policy impacts of statistical uncertainty and privacy R Steed, T Liu, ZS Wu, A Acquisti Science 377 (6609), 928-931, 2022 | 22 | 2022 |
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data PP Liang, T Liu, A Cai, M Muszynski, R Ishii, N Allen, R Auerbach, D Brent, ... arXiv preprint arXiv:2106.13213, 2021 | 16 | 2021 |
Multimodal privacy-preserving mood prediction from mobile data: A preliminary study T Liu, PP Liang, M Muszynski, R Ishii, D Brent, R Auerbach, N Allen, ... arXiv preprint arXiv:2012.02359, 2020 | 12 | 2020 |
Generating Private Synthetic Data with Genetic Algorithms T Liu, J Tang, G Vietri, S Wu International Conference on Machine Learning, 22009-22027, 2023 | 11 | 2023 |
Think locally, act globally: Federated learning with local and global representations. arXiv 2020 PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ... arXiv preprint arXiv:2001.01523, 0 | 9 | |
Think locally, act globally: Federated learning with local and global representations. arXiv PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ... arXiv preprint arXiv:2001.01523, 2020 | 8 | 2020 |
Private Synthetic Data with Hierarchical Structure T Liu, ZS Wu arXiv preprint arXiv:2206.05942, 2022 | 3 | 2022 |
Optimizing BLEU Scores for Improving Text Generation T Liu | 3 | 2019 |
Reply to Sanchéz et al.: Multiplicity does not protect privacy T Dick, C Dwork, M Kearns, T Liu, A Roth, G Vietri, ZS Wu Proceedings of the National Academy of Sciences 120 (18), e2304263120, 2023 | 1 | 2023 |
Response to comment on “Policy impacts of statistical uncertainty and privacy” R Steed, A Acquisti, ZS Wu, T Liu Science 380 (6648), eadh2297, 2023 | | 2023 |