most citedStochastic Algorithms for Self-consistent Calculations of Electronic Structures

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cs.LG2022★ 2 cited

A Local Convergence Theory for the Stochastic Gradient Descent Method in Non-Convex Optimization With Non-isolated Local Minima

Taehee Ko, Xiantao Li

Loss functions with non-isolated minima have emerged in several machine learning problems, creating a gap between theory and practice. In this paper, we formulate a new type of loc…