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Proximal average approximated incremental gradient descent for composite penalty regularized empirical risk minimization.
Yiu-ming Cheung
Jian Lou
Published in:
Mach. Learn. (2017)
Keyphrases
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empirical risk minimization
objective function
empirical risk
risk minimization
loss function
uniform convergence
statistical learning theory
vc dimension
linear combination
generalization bounds
least squares
rates of convergence
upper bound
data dependent
computationally tractable