Divyansh Jhunjhunwala

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Fisher Information

Weighted Averaging

Federated Databases

Spatial And Temporal

Top Venues

Publications

Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
Maximizing Global Model Appeal in Federated Learning. Trans. Mach. Learn. Res. 2024 (2024)
Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning. AISTATS (2024)
Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning. CoRR (2024)
Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi
FedExP: Speeding Up Federated Averaging via Extrapolation. ICLR (2023)
Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi
FedExP: Speeding up Federated Averaging Via Extrapolation. CoRR (2023)
Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi
FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning. CoRR (2022)
Yae Jee Cho, Divyansh Jhunjhunwala, Tian Li, Virginia Smith, Gauri Joshi
To Federate or Not To Federate: Incentivizing Client Participation in Federated Learning. CoRR (2022)
Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi
Fedvarp: Tackling the variance due to partial client participation in federated learning. UAI (2022)
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation. NeurIPS (2021)
Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning. CoRR (2021)
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation. CoRR (2021)
Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning. ICASSP (2021)