76 citations · 119 across the 16 of their papers we have counts for
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eess.SY2021★ 4 cited
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…
math.OC2021
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…
cs.LG2021★ 12 cited
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…