Следене
Jae Hun Ro
Jae Hun Ro
Потвърден имейл адрес: google.com - Начална страница
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Three approaches for personalization with applications to federated learning
Y Mansour, M Mohri, J Ro, AT Suresh
arXiv preprint arXiv:2002.10619, 2020
5712020
FedJAX: Federated learning simulation with JAX
JH Ro, AT Suresh, K Wu
arXiv preprint arXiv:2108.02117, 2021
312021
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
272021
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
242024
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
212022
Communication-Efficient Agnostic Federated Averaging
J Ro, M Chen, R Mathews, M Mohri, AT Suresh
Proc. Interspeech 2021, 871-875, 2021
152021
Correlated quantization for distributed mean estimation and optimization
AT Suresh, Z Sun, J Ro, F Yu
International Conference on Machine Learning, 20856-20876, 2022
102022
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
102020
Transformer-based models of text normalization for speech applications
JH Ro, F Stahlberg, K Wu, S Kumar
arXiv preprint arXiv:2202.00153, 2022
82022
Three approaches for personalization with applications to federated learning. arXiv 2020
Y Mansour, M Mohri, J Ro, AT Suresh
arXiv preprint arXiv:2002.10619, 2002
72002
Three approaches for personalization with applications to federated learning. CoRR abs/2002.10619 (2020)
Y Mansour, M Mohri, J Ro, AT Suresh
62002
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
52002
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
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