7 citations · 24 across the 7 of their papers we have counts for
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math.OC2022★ 5 cited
Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems
Sebastien Colla, Julien M. Hendrickx
We develop a novel formulation of the Performance Estimation Problem (PEP) for decentralized optimization whose size is independent of the number of agents in the network. The PEP…
math.OC2022★ 7 cited
Automatic Performance Estimation for Decentralized Optimization
Sebastien Colla, Julien M. Hendrickx
We present a methodology to automatically compute worst-case performance bounds for a large class of first-order decentralized optimization algorithms. These algorithms aim at mini…