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In this short note, we extend the linear convergence result of the Cauchyalgorithm, derived recently by E. Klerk, F. Glineur, and A. Taylor, from thecase of smooth strongly convex functions to the case of restricted stronglyconvex functions with certain form.

On the Linear Convergence of the Cauchy Algorithm for a Class of Restricted Strongly Convex Functions