John Nguyen
John Nguyen
Meta AI
Verified email at - Homepage
Cited by
Cited by
Opacus: User-friendly differential privacy library in PyTorch
A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ...
PriML-NeurIPS, 2021
Federated learning with buffered asynchronous aggregation
J Nguyen, K Malik, H Zhan, A Yousefpour, M Rabbat, M Malek, D Huba
International Conference on Artificial Intelligence and Statistics, 3581-3607, 2022
Papaya: Practical, private, and scalable federated learning
D Huba, J Nguyen, K Malik, R Zhu, M Rabbat, A Yousefpour, CJ Wu, ...
Proceedings of Machine Learning and Systems 4, 814-832, 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
J Nguyen, J Wang, K Malik, M Sanjabi, M Rabbat
arXiv preprint arXiv:2210.08090, 2022
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity
K Maeng, H Lu, L Melis, J Nguyen, M Rabbat, CJ Wu
16th ACM Conference on Recommender Systems (RecSys 2022), 2022
READ: Recurrent Adaptation of Large Transformers
S Wang, J Nguyen, K Li, CJ Wu
arXiv preprint arXiv:2305.15348, 2023
Now It Sounds Like You: Learning Personalized Vocabulary On Device
S Wang, A Shenoy, P Chuang, J Nguyen
arXiv preprint arXiv:2305.03584, 2023
On Noisy Evaluation in Federated Hyperparameter Tuning
K Kuo, P Thaker, M Khodak, J Ngyuen, D Jiang, A Talwalkar, V Smith
arXiv preprint arXiv:2212.08930, 2022
The system can't perform the operation now. Try again later.
Articles 1–8