Develops structured spectral step-size families, the Hanoi ordering principle for suppressing high-frequency components, and an adaptive gradient method with R-linear convergence proof on strictly convex quadratics.
SIAM Journal on Optimization31(4), 3068–3096 (2021)
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Structured Spectral Step-Sizes and a Hanoi Ordering Principle for Gradient Methods
Develops structured spectral step-size families, the Hanoi ordering principle for suppressing high-frequency components, and an adaptive gradient method with R-linear convergence proof on strictly convex quadratics.