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eess.SY2026
Convergence Analysis of Continuous-Time Distributed Stochastic Gradient Algorithms
Jianhua Sun, Kaihong Lu, Xin Yu
In this paper, we propose a new framework to study distributed optimization problems with stochastic gradients by employing a multi-agent system with continuous-time dynamics. Here…
eess.SY2024
Aggregative games with bilevel structures: Distributed algorithms and convergence analysis
Kaihong Lu, Huanshui Zhang, Long Wang
In this paper, the problem of distributively seeking the equilibria of aggregative games with bilevel structures is studied. Different from the traditional aggregative games, here…