2 papers
cs.LG2020
COKE: Communication-Censored Decentralized Kernel Learning
Ping Xu, Yue Wang, Xiang Chen +1
This paper studies the decentralized optimization and learning problem where multiple interconnected agents aim to learn an optimal decision function defined over a reproducing ker…
cs.MA2019
A Class of Distributed Event-Triggered Average Consensus Algorithms for Multi-Agent Systems
Ping Xu, Cameron Nowzari, Zhi Tian
This paper proposes a class of distributed event-triggered algorithms that solve the average consensus problem in multi-agent systems. By designing events such that a specifically…