2 papers
math.OC2024
Online Distributed Optimization with Clipped Stochastic Gradients: High Probability Bound of Regrets
Yuchen Yang, Kaihong Lu, Long Wang
In this paper, the problem of distributed optimization is studied via a network of agents. Each agent only has access to a stochastic gradient of its own objective function in the…
cs.GT2023
Game-theoretical approach for task allocation problems with constraints
Chunxia Liu, Kaihong Lu, Xiaojie Chen +1
The distributed task allocation problem, as one of the most interesting distributed optimization challenges, has received considerable research attention recently. Previous works m…