| Three approaches for personalization with applications to federated learning Y Mansour, M Mohri, J Ro, AT Suresh arXiv preprint arXiv:2002.10619, 2020 | 529 | 2020 |
| FedJAX: Federated learning simulation with JAX JH Ro, AT Suresh, K Wu arXiv preprint arXiv:2108.02117, 2021 | 29 | 2021 |
| A theory of multiple-source adaptation with limited target labeled data Y Mansour, M Mohri, J Ro, AT Suresh, K Wu International Conference on Artificial Intelligence and Statistics, 2332-2340, 2021 | 26 | 2021 |
| Scaling language model size in cross-device federated learning JH Ro, T Breiner, L McConnaughey, M Chen, AT Suresh, S Kumar, ... arXiv preprint arXiv:2204.09715, 2022 | 16 | 2022 |
| Spectr: Fast speculative decoding via optimal transport Z Sun, AT Suresh, JH Ro, A Beirami, H Jain, F Yu Advances in Neural Information Processing Systems 36, 2024 | 13 | 2024 |
| Communication-Efficient Agnostic Federated Averaging J Ro, M Chen, R Mathews, M Mohri, AT Suresh Proc. Interspeech 2021, 871-875, 2021 | 13 | 2021 |
| Correlated quantization for distributed mean estimation and optimization AT Suresh, Z Sun, J Ro, F Yu International Conference on Machine Learning, 20856-20876, 2022 | 10 | 2022 |
| Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities H Zhang, J Ro, R Sproat Proceedings of the 28th International Conference on Computational …, 2020 | 10 | 2020 |
| Transformer-based models of text normalization for speech applications JH Ro, F Stahlberg, K Wu, S Kumar arXiv preprint arXiv:2202.00153, 2022 | 7 | 2022 |
| Three approaches for personalization with applications to federated learning. arXiv e-prints Y Mansour, M Mohri, J Ro, A Theertha Suresh arXiv preprint arXiv:2002.10619, 2002 | 5 | 2002 |
| Optimal Block-Level Draft Verification for Accelerating Speculative Decoding Z Sun, JH Ro, A Beirami, AT Suresh arXiv preprint arXiv:2403.10444, 2024 | | 2024 |
| Efficient Language Model Architectures for Differentially Private Federated Learning JH Ro, S Bhojanapalli, Z Xu, Y Zhang, AT Suresh arXiv preprint arXiv:2403.08100, 2024 | | 2024 |
| Correlated quantization for distributed mean estimation and optimization A Theertha Suresh, Z Sun, JH Ro, F Yu arXiv e-prints, arXiv: 2203.04925, 2022 | | 2022 |
