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FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning


Jul 28, 2022
Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi

* Accepted to UAI 2022 

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To Federate or Not To Federate: Incentivizing Client Participation in Federated Learning


May 30, 2022
Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi


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Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation


Oct 14, 2021
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi

* Accepted to NeurIPS 2021 

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Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning


Feb 08, 2021
Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar

* Accepted to ICASSP 2021 

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