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02/16/2023
Online Learning Guided Curvature Approximation: A Quasi-Newton Method with Global Non-Asymptotic Superlinear Convergence
Quasi-Newton algorithms are among the most popular iterative methods for...
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06/10/2021
Exploiting Local Convergence of Quasi-Newton Methods Globally: Adaptive Sample Size Approach
In this paper, we study the application of quasi-Newton methods for solv...
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03/30/2020
