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The Number of Steps Needed for Nonconvex Optimization of a Deep Learning Optimizer is a Rational Function of Batch Size.
Hideaki Iiduka
Published in:
CoRR (2021)
Keyphrases
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deep learning
optimization problems
batch size
objective function
feature selection
decision making
feature space
image features
unsupervised learning
fixed cost