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On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization.
Dongruo Zhou
Jinghui Chen
Yuan Cao
Ziyan Yang
Quanquan Gu
Published in:
Trans. Mach. Learn. Res. (2024)
Keyphrases
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global optimization
optimization problems
machine learning
decision trees
significant improvement
computational cost
data sets
optimization algorithm
benchmark datasets
machine learning methods
optimization method
mathematical programming
optimization process
quasi newton