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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:
NeurIPS (2021)
Keyphrases
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step size
objective function
cost function
convex optimization
convergence speed
stochastic gradient descent
neural network
genetic algorithm
image quality
convergence rate
random forests
hessian matrix