13 citations · 15 across the 3 of their papers we have counts for
3 papers
eess.SP2022★ 2 cited
Atrial Fibrillation Detection Using Weight-Pruned, Log-Quantised Convolutional Neural Networks
Xiu Qi Chang, Ann Feng Chew, Benjamin Chen Ming Choong +6
Deep neural networks (DNN) are a promising tool in medical applications. However, the implementation of complex DNNs on battery-powered devices is challenging due to high energy co…
cs.LG2020★ 13 cited
Ternary Compression for Communication-Efficient Federated Learning
Jinjin Xu, Wenli Du, Ran Cheng +2
Learning over massive data stored in different locations is essential in many real-world applications. However, sharing data is full of challenges due to the increasing demands of…
cs.MA2019
Leader Selection in Multi-Agent Networks with Switching Topologies via Submodular Optimization
Kaile Chen, Wangli He, Yang Tang +1
In leader-follower multi-agent networks with switching topologies, choosing a subset of agents as leaders is a critical step to achieve desired performances. In this paper, we conc…