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Online Learning Guided Curvature Approximation: A Quasi-Newton Method with Global Non-Asymptotic Superlinear Convergence.
Ruichen Jiang
Qiujiang Jin
Aryan Mokhtari
Published in:
CoRR (2023)
Keyphrases
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online learning
quasi newton method
quasi newton
optimization methods
step size
newton method
objective function
active learning
optimization problems
linear programming
approximation algorithms
optimization procedure
limited memory
least squares
optimization method