Rate-Privacy-Storage Tradeoff in Federated Learning with Top $r$ Sparsification

19 December 2022

Papers citing "Rate-Privacy-Storage Tradeoff in Federated Learning with Top $r$ Sparsification"

6 / 6 papers shown

Title
Private Membership Aggregation M. Nomeir Sajani Vithana S. Ulukus 19 1 0 07 Sep 2023
Private Information Retrieval and Its Applications: An Introduction, Open Problems, Future Directions Sajani Vithana Zhusheng Wang S. Ulukus 25 5 0 27 Apr 2023
Private Read Update Write (PRUW) With Heterogeneous Databases Sajani Vithana S. Ulukus 22 2 0 07 Feb 2023
Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification Sajani Vithana S. Ulukus FedML 15 5 0 22 Dec 2022
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification Sajani Vithana S. Ulukus FedML 13 19 0 09 Sep 2022
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning Sajani Vithana S. Ulukus FedML 18 8 0 07 Jun 2022