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Optimal Adaptive and Accelerated Stochastic Gradient Descent.
Qi Deng
Yi Cheng
Guanghui Lan
Published in:
CoRR (2018)
Keyphrases
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stochastic gradient descent
early stopping
matrix factorization
loss function
step size
least squares
worst case
optimal solution
monte carlo
closed form
asymptotically optimal