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Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD.
Marten van Dijk
Lam M. Nguyen
Phuong Ha Nguyen
Dzung T. Phan
Published in:
ICML (2019)
Keyphrases
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convergence rate
objective function
optimal solution
piecewise linear
convex functions
learning rate
primal dual
convergence speed
global convergence
step size
optimization problems
dynamic programming
worst case
cost function
lp norm
global optimum
optimal parameters
multi objective
number of iterations required