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Weak convergence and local stability properties of fixed step size recursive algorithms.
James A. Bucklew
Thomas G. Kurtz
William A. Sethares
Published in:
IEEE Trans. Inf. Theory (1993)
Keyphrases
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step size
convergence rate
convergence speed
faster convergence
learning algorithm
global convergence
cost function
iterative algorithms
image processing
search space
optimization problems
stochastic gradient descent
line search