Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification

22 December 2022

Papers citing "Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification"

6 / 6 papers shown

Title
FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning Phung Lai Xiaopeng Jiang Hai Phan Cristian Borcea K. Tran An M. Chen Vijaya Datta Mayyuri Ruoming Jin FedML MQ 55 0 0 17 Apr 2025
Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks Erfan Darzi N. Sijtsema P. V. Ooijen 18 2 0 12 Oct 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
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