An asynchronous primal-dual method is claimed to reach an O(K^-1/2) duality gap with unbounded sublinear delays, but the error-series argument at the heart of the proof is incorrect.
In: ICML (2018)
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Distributed Asynchronous Primal-Dual Optimization for Supply-Chain Networks
An asynchronous primal-dual method is claimed to reach an O(K^-1/2) duality gap with unbounded sublinear delays, but the error-series argument at the heart of the proof is incorrect.