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math.OC2023
A Linearly Convergent Robust Compressed Push-Pull Method for Decentralized Optimization
Yiwei Liao, Zhuorui Li, Shi Pu
In the modern paradigm of multi-agent networks, communication has become one of the main bottlenecks for decentralized optimization, where a large number of agents are involved in…
math.OC2021
Compressed Gradient Tracking Methods for Decentralized Optimization with Linear Convergence
Yiwei Liao, Zhuorui Li, Kun Huang +1
Communication compression techniques are of growing interests for solving the decentralized optimization problem under limited communication, where the global objective is to minim…