Adaptive quantization of model updates for communication-efficient federated learning D Jhunjhunwala, A Gadhikar, G Joshi, YC Eldar ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 50 | 2021 |
FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning D Jhunjhunwala, P Sharma, A Nagarkatti, G Joshi Uncertainty in Artificial Intelligence, 906-916, 2022 | 15 | 2022 |
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation D Jhunjhunwala, A Mallick, A Gadhikar, S Kadhe, G Joshi Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021 | 7 | 2021 |
To federate or not to federate: Incentivizing client participation in federated learning YJ Cho, D Jhunjhunwala, T Li, V Smith, G Joshi arXiv preprint arXiv:2205.14840, 2022 | 6 | 2022 |
FedExP: Speeding up Federated Averaging Via Extrapolation D Jhunjhunwala, S Wang, G Joshi International Conference of Learning Representations (ICLR), 2023, 2023 | 2 | 2023 |
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information D Jhunjhunwala, S Wang, G Joshi International Conference on Machine Learning, 2023 | | 2023 |