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math.OC2024
Constrained Optimization with Compressed Gradients: A Dynamical Systems Perspective
Zhaoyue Xia, Jun Du, Chunxiao Jiang +2
Gradient compression is of growing interests for solving constrained optimization problems including compressed sensing, noisy recovery and matrix completion under limited communic…
math.OC2024
On Inhomogeneous Infinite Products of Stochastic Matrices and Applications
Zhaoyue Xia, Jun Du, Chunxiao Jiang +3
With the growth of magnitude of multi-agent networks, distributed optimization holds considerable significance within complex systems. Convergence, a pivotal goal in this domain, i…