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Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization.
Roy Frostig
Rong Ge
Sham M. Kakade
Aaron Sidford
Published in:
CoRR (2015)
Keyphrases
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empirical risk minimization
worst case
proximal point
computational complexity
optimization problems
learning algorithm
image processing
np hard
convergence rate
data dependent
variational inequalities
convergence analysis