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Divyansh Jhunjhunwala
Divyansh Jhunjhunwala
在 andrew.cmu.edu 的电子邮件经过验证
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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
502021
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
152022
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
72021
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
62022
FedExP: Speeding up Federated Averaging Via Extrapolation
D Jhunjhunwala, S Wang, G Joshi
International Conference of Learning Representations (ICLR), 2023, 2023
22023
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
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