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Strong consistency of the distributed stochastic gradient algorithm.
Die Gan
Zhixin Liu
Published in:
CDC (2019)
Keyphrases
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stochastic gradient
learning algorithm
np hard
optimization algorithm
kalman filter
objective function
worst case
expectation maximization
em algorithm
stochastic gradient descent
training data
cost function
convergence rate
step size
average case