13 citations · 25 across the 5 of their papers we have counts for
6 papers
Towards Online Optimization for Power Grids
Deming Yuan, Abhishek Bhardwaj, Ian Petersen +2
In this note, we discuss potential advantages in extending distributed optimization frameworks to enhance support for power grid operators managing an influx of online sequential d…
Dynamics of Opinions with Bounded Confidence in Social Cliques: Emergence of Fluctuations
Jiangbo Zhang, Deming Yuan, Lei Wang +2
In this paper, we study the evolution of opinions over social networks with bounded confidence in social cliques. Node initial opinions are independently and identically distribute…
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…
Distributed Online Optimization with Long-Term Constraints
Deming Yuan, Alexandre Proutiere, Guodong Shi
We consider distributed online convex optimization problems, where the distributed system consists of various computing units connected through a time-varying communication graph.…
Distributed Randomized Gradient-Free Mirror Descent Algorithm for Constrained Optimization
Zhan Yu, Daniel W. C. Ho, Deming Yuan
This paper is concerned with multi-agent optimization problem. A distributed randomized gradient-free mirror descent (DRGFMD) method is developed by introducing a randomized gradie…
Distributed Online Linear Regression
Deming Yuan, Alexandre Proutiere, Guodong Shi
We study online linear regression problems in a distributed setting, where the data is spread over a network. In each round, each network node proposes a linear predictor, with the…