| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021 | 6626 | 2021 |
| Adaptive Federated Optimization S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ... ICLR, 2021 | 1511 | 2021 |
| A field guide to federated optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ... arXiv preprint arXiv:2107.06917, 2021 | 381 | 2021 |
| Federated Reconstruction: Partially Local Federated Learning K Singhal, H Sidahmed, Z Garrett, S Wu, J Rush, S Prakash Advances in Neural Information Processing Systems, 2021 | 146 | 2021 |
| On large-cohort training for federated learning Z Charles, Z Garrett, Z Huo, S Shmulyian, V Smith Advances in neural information processing systems, 2021 | 114 | 2021 |
| Local adaptivity in federated learning: Convergence and consistency J Wang, Z Xu, Z Garrett, Z Charles, L Liu, G Joshi arXiv preprint arXiv:2106.02305, 2021 | 49 | 2021 |
| Does federated dropout actually work? G Cheng, Z Charles, Z Garrett, K Rush Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 18 | 2022 |
| Evaluation of substitute terms K Yang, ZA Garrett, D Ikeda US Patent 8,682,907, 2014 | 18 | 2014 |
| Towards federated foundation models: Scalable dataset pipelines for group-structured learning Z Charles, N Mitchell, K Pillutla, M Reneer, Z Garrett Advances in Neural Information Processing Systems 36, 2024 | 16 | 2024 |
| Synonym identification based on co-occurring terms AA Mahabal, T Nakajima, ZA Garrett, K Inoue US Patent 8,538,984, 2013 | 13 | 2013 |
| Live video object tracking and segmentation using graph cuts Z Garrett, H Saito Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on …, 2008 | 11 | 2008 |
| Evaluation of substitution contexts ZA Garrett, T Nakajima, A Ishino, K Kurihara, G Inc. US Patent 9,483,581, 2016 | 10 | 2016 |
| Evaluation of substitution contexts ZA Garrett, T Nakajima, A Ishino, G Inc. US Patent 9,384,303, 2016 | 9 | 2016 |
| Synonym identification based on categorical contexts ZA Garrett, T Nakajima, T Oonishi US Patent 9,201,945, 2015 | 7 | 2015 |
| Real-time online video object silhouette extraction using graph cuts on the GPU Z Garrett, H Saito Image Analysis and Processing – ICIAP 2009, 985-994, 2009 | 6 | 2009 |
| Synonym identification based on categorical contexts ZA Garrett, T Nakajima, T Oonishi US Patent 9,514,223, 2016 | 3 | 2016 |
| Machine Learning to Predict Advertisement Targeting Solutions Z Garrett | 2 | 2017 |
| FAX: Scalable and Differentiable Federated Primitives in JAX K Rush, Z Charles, Z Garrett arXiv preprint arXiv:2403.07128, 2024 | 1 | 2024 |
| Leveraging Function Space Aggregation for Federated Learning at Scale N Dhawan, N Mitchell, Z Charles, Z Garrett, GK Dziugaite arXiv preprint arXiv:2311.10291, 2023 | 1 | 2023 |
| Federated Automatic Differentiation K Rush, Z Charles, Z Garrett arXiv preprint arXiv:2301.07806, 2023 | 1 | 2023 |
