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Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the $O(1/T)$ Convergence Rate.
Lijun Zhang
Zhi-Hua Zhou
Published in:
COLT (2019)
Keyphrases
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convergence rate
stochastic approximation
convex functions
primal dual
policy iteration
step size
monte carlo
convergence speed
learning rate
dc programming
global convergence
linear program
objective function
convex sets
piecewise linear
lower bound