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Global complexity analysis of inexact successive quadratic approximation methods for regularized optimization under mild assumptions.
Wei Peng
Hui Zhang
Xiaoya Zhang
Lizhi Cheng
Published in:
J. Glob. Optim. (2020)
Keyphrases
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complexity analysis
approximation methods
mild assumptions
sequential quadratic programming
computational complexity
theoretical analysis
lower bound
first order logic
pairwise
least squares
machine learning
objective function