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Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning.
Yao Zhang
Andrew M. Saxe
Madhu S. Advani
Alpha A. Lee
Published in:
CoRR (2018)
Keyphrases
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machine learning
stochastic gradient descent
least squares
support vector machine
step size
loss function
feature selection
matrix factorization
machine learning algorithms
support vector
machine learning methods
online algorithms
lower bound
pairwise
active learning