Search Results for author: Ayoob Salari

Found 3 papers, 0 papers with code

Federated Learning with Erroneous Communication Links

no code implementations31 Jan 2022 Mahyar Shirvanimoghaddam, Ayoob Salari, Yifeng Gao, Aradhika Guha

We proved that the FL algorithm in the presence of communication errors, where the CN uses the past local update if the fresh one is not received from a device, converges to the same global parameter as that the FL algorithm converges to without any communication error.

Federated Learning

Clustering-based Joint Channel Estimation and Signal Detection for Grant-free NOMA

no code implementations7 Oct 2020 Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab, Reza Arablouei, Sarah Johnson

Since the accuracy of the utilized clustering algorithm depends on the number of the data points available at the receiver, the proposed technique delivers a tradeoff between the accuracy and block length.

Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.