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cs.LG2026
Distributed Online Submodular Maximization under Communication Delays: A Simultaneous Decision-Making Approach
Zirui Xu, Vasileios Tzoumas
We provide a distributed online algorithm for multi-agent submodular maximization under communication delays. We are motivated by the future distributed information-gathering tasks…
cs.LG2023★ 1 cited
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control
Hongyu Zhou, Zirui Xu, Vasileios Tzoumas
Projection operations are a typical computation bottleneck in online learning. In this paper, we enable projection-free online learning within the framework of Online Convex Optimi…