82 citations · 244 across the 12 of their papers we have counts for
4 papers · 1 filter
Distributed Dual Gradient Tracking for Resource Allocation in Unbalanced Networks
Jiaqi Zhang, Keyou You, Kai Cai
This paper proposes a distributed dual gradient tracking algorithm (DDGT) to solve resource allocation problems over an unbalanced network, where each node in the network holds a p…
Decentralized Stochastic Gradient Tracking for Non-convex Empirical Risk Minimization
Jiaqi Zhang, Keyou You
This paper studies a decentralized stochastic gradient tracking (DSGT) algorithm for non-convex empirical risk minimization problems over a peer-to-peer network of nodes, which is…
Flight Control for UAV Loitering Over a Ground Target with Unknown Maneuver
Fei Dong, Keyou You, Jiaqi Zhang
This paper proposes a flight controller for an unmanned aerial vehicle (UAV) to loiter over a ground moving target (GMT). We are concerned with the scenario that the stochastically…
Fully Asynchronous Distributed Optimization with Linear Convergence in Directed Networks
Jiaqi Zhang, Keyou You
We consider the distributed optimization problem, the goal of which is to minimize the sum of local objective functions over a directed network. Though it has been widely studied r…