119 citations · 239 across the 7 of their papers we have counts for
Showing eess.SPShow all
2 papers · 1 filter
eess.SP2022
Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization
Huiyuan Yang, Tian Ding, Xiaojun Yuan
Recently, federated learning (FL), which replaces data sharing with model sharing, has emerged as an efficient and privacy-friendly machine learning (ML) paradigm. One of the main…
eess.SP2018★ 119 cited
Sparsity Learning Based Multiuser Detection in Grant-Free Massive-Device Multiple Access
Tian Ding, Xiaojun Yuan, Soung Chang Liew
In this work, we study the multiuser detection (MUD) problem for a grant-free massive-device multiple access (MaDMA) system, where a large number of single-antenna user devices tra…