2 papers
cs.LG2020
Decentralized Federated Learning via Mutual Knowledge Transfer
Chengxi Li, Gang Li, Pramod K. Varshney
In this paper, we investigate the problem of decentralized federated learning (DFL) in Internet of things (IoT) systems, where a number of IoT clients train models collectively for…
eess.SP2019
Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios
Chengxi Li, You He, Xueqian Wang +2
In this letter, we consider the detection of sparse stochastic signals with sensor networks (SNs), where the fusion center (FC) collects 1-bit data from the local sensors and then…