1 citations · 2 across the 12 of their papers we have counts for
4 papers · 1 filter
Distributed Stochastic Optimization under Heavy-Tailed Noises
Chao Sun, Huiming Zhang, Bo Chen +1
This paper studies the distributed optimization problem under the influence of heavy-tailed gradient noises. Here, a heavy-tailed noise means that the noise does not necessarily sa…
Remote State Estimation with Posterior-Based Stochastic Event-Triggered Schedule
Zhongyao Hu, Bo Chen, Rusheng Wang +1
This paper aims to study the state estimation problem under the stochastic event-triggered (SET) schedule. A posterior-based SET mechanism is proposed, which determines whether to…
Cross-Fusion Rule for Personalized Federated Learning
Wangzhuo Yang, Bo Chen, Yijun Shen +2
Data scarcity and heterogeneity pose significant performance challenges for personalized federated learning, and these challenges are mainly reflected in overfitting and low precis…
Learning stability of partially observed switched linear systems
Zheming Wang, Raphaël M. Jungers, Mihály Petreczky +2
This paper deals with learning stability of partially observed switched linear systems under arbitrary switching. Such systems are widely used to describe cyber-physical systems wh…