Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem

Brian Swenson, Ryan Murray, H. Vincent Poor, Soummya Kar. Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem. In 57th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2019, Monticello, IL, USA, September 24-27, 2019. pages 595-601, IEEE, 2019. [doi]

Abstract

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