76 citations · 119 across the 16 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 1 cited
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…
math.OC2020
Distributed Stochastic Constrained Composite Optimization over Time-Varying Network with a Class of Communication Noise
Zhan Yu, Daniel W. C. Ho, Deming Yuan +1
This paper is concerned with distributed stochastic multi-agent constrained optimization problem over time-varying network with a class of communication noise. This paper considers…
math.OC2020★ 3 cited
Distributed Mirror Descent for Online Composite Optimization
Deming Yuan, Yiguang Hong, Daniel W. C. Ho +1
In this paper, we consider an online distributed composite optimization problem over a time-varying multi-agent network that consists of multiple interacting nodes, where the objec…