Time-Correlated Sparsification for Efficient Over-the-Air Model
Aggregation in Wireless Federated Learning

Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning

17 February 2022

Deniz Gündüz

Papers citing "Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning"

5 / 5 papers shown

Title
Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases Sajani Vithana S. Ulukus FedML 34 0 0 12 Jul 2023
Private Read-Update-Write with Controllable Information Leakage for Storage-Efficient Federated Learning with Top $r$ Sparsification Sajani Vithana S. Ulukus FedML 38 5 0 07 Mar 2023
Random Orthogonalization for Federated Learning in Massive MIMO Systems Xizixiang Wei Cong Shen Jing Yang H. Vincent Poor 60 14 0 18 Oct 2022
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification Sajani Vithana S. Ulukus FedML 31 19 0 09 Sep 2022
Private Federated Submodel Learning with Sparsification Sajani Vithana S. Ulukus FedML 39 10 0 31 May 2022