76 citations · 119 across the 16 of their papers we have counts for
16 papers
Secure Fusion Estimation Against FDI Sensor Attacks in Cyber-Physical Systems
Bo Chen, Pindi Weng, Daniel W. C. Ho +1
This paper is concerned with the problem of secure multi-sensors fusion estimation for cyber-physical systems, where sensor measurements may be tampered with by false data injectio…
Distributed Estimation for Interconnected Systems with Arbitrary Coupling Structures
Yuchen Zhang, Bo Chen, Li Yu +1
This paper is concerned with the problem of distributed estimation for time-varying interconnected dynamic systems with arbitrary coupling structures. To guarantee the robustness o…
Polynomial-Time Algorithms for Structurally Observable Graphs by Controlling Minimal Vertices
Shiyong Zhu, Jianquan Lu, Daniel W. C. Ho +1
The aim of this paper is to characterize an important class of marked digraphs, called structurally observable graphs (SOGs), and to solve two minimum realization problems. To begi…
Distributed Constrained Optimization with Delayed Subgradient Information over Time-Varying Network under Adaptive Quantization
Jie Liu, Zhan Yu, Daniel W. C. Ho
In this paper, we consider a distributed constrained optimization problem with delayed subgradient information over the time-varying communication network, where each agent can onl…
Robust Kernel-based Distribution Regression
Zhan Yu, Daniel W. C. Ho, Ding-Xuan Zhou
Regularization schemes for regression have been widely studied in learning theory and inverse problems. In this paper, we study distribution regression (DR) which involves two stag…
Estimates on Learning Rates for Multi-Penalty Distribution Regression
Zhan Yu, Daniel W. C. Ho
This paper is concerned with functional learning by utilizing two-stage sampled distribution regression. We study a multi-penalty regularization algorithm for distribution regressi…