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math.OC2025
Asynchronous Nonlinear Sheaf Diffusion for Multi-Agent Coordination
Yichen Zhao, Tyler Hanks, Hans Riess +3
Cellular sheaves and sheaf Laplacians provide a far-reaching generalization of graphs and graph Laplacians, resulting in a wide array of applications ranging from machine learning…
math.OC2025
A Distributed Asynchronous Generalized Momentum Algorithm Without Delay Bounds
Ellie Pond, Yichen Zhao, Matthew Hale
Asynchronous optimization algorithms often require delay bounds to prove their convergence, though these bounds can be difficult to obtain in practice. Therefore, we introduce a no…