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An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias.
Lu Yu
Krishnakumar Balasubramanian
Stanislav Volgushev
Murat A. Erdogdu
Published in:
CoRR (2020)
Keyphrases
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step size
cost function
stochastic gradient descent
convergence speed
image processing
multiscale
recommender systems
convergence rate
convex optimization