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Convergence Rates for the Stochastic Gradient Descent Method for Non-Convex Objective Functions.
Benjamin J. Fehrman
Benjamin Gess
Arnulf Jentzen
Published in:
J. Mach. Learn. Res. (2020)
Keyphrases
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dynamic programming
state space
markov chain
objective function
convergence rate
feature extraction
cost function
machine learning
feature set
markov random field
step size
learning rate
stochastic gradient descent