Прати
Divyansh Jhunjhunwala
Divyansh Jhunjhunwala
Carnegie Mellon University
Верификована је имејл адреса на andrew.cmu.edu
Наслов
Навело
Навело
Година
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
1292021
FedExP: Speeding up Federated Averaging Via Extrapolation
D Jhunjhunwala, S Wang, G Joshi
International Conference of Learning Representations (ICLR), 2023, 2023
632023
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
612022
To federate or not to federate: Incentivizing client participation in federated learning
YJ Cho, D Jhunjhunwala, T Li, V Smith, G Joshi
Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022
272022
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
182021
Towards a theoretical and practical understanding of one-shot federated learning with fisher information
D Jhunjhunwala, S Wang, G Joshi
Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023
112023
Fedfisher: Leveraging fisher information for one-shot federated learning
D Jhunjhunwala, S Wang, G Joshi
International Conference on Artificial Intelligence and Statistics, 1612-1620, 2024
82024
Maximizing global model appeal in federated learning
YJ Cho, D Jhunjhunwala, T Li, V Smith, G Joshi
arXiv preprint arXiv:2205.14840, 2022
32022
Erasure coded neural network inference via fisher averaging
D Jhunjhunwala, N Jali, G Joshi, S Wang
2024 IEEE International Symposium on Information Theory (ISIT), 13-18, 2024
22024
Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning
D Jhunjhunwala, P Sharma, Z Xu, G Joshi
arXiv preprint arXiv:2502.08024, 2025
2025
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