A Note on the Optimal Convergence Rate of Descent Methods with Fixed Step Sizes for Smooth Strongly Convex Functions
Work
Year: 2022
Type: article
Abstract: Based on a result by Taylor et al. (J Optim Theory Appl 178(2):455–476, 2018) on the attainable convergence rate of gradient descent for smooth and strongly convex functions in terms of function valu... more
Authors André Uschmajew, Bart Vandereycken
Institutions Max Planck Institute for Mathematics in the Sciences, Max Planck Institute for Mathematics, University of Geneva
Cites: 12
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Related to: 10
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Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: hybrid
APC paid (est): $2,990