Divyansh Jhunjhunwala

According to our database, Divyansh Jhunjhunwala authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Maximizing Global Model Appeal in Federated Learning.

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

Trans. Mach. Learn. Res., 2024

Erasure Coded Neural Network Inference via Fisher Averaging.

Divyansh Jhunjhunwala, Neharika Jali, Gauri Joshi, Shiqiang Wang

Proceedings of the IEEE International Symposium on Information Theory, 2024

FedFisher: Leveraging Fisher Information for One-Shot Federated Learning.

Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

FedExP: Speeding Up Federated Averaging via Extrapolation.

Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

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

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

CoRR, 2022

Fedvarp: Tackling the variance due to partial client participation in federated learning.

Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation.

Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning.

Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar

Proceedings of the IEEE International Conference on Acoustics, 2021