Optimal Adaptive and Accelerated Stochastic Gradient Descent.

Qi Deng Yi Cheng Guanghui Lan

Published in: CoRR (2018)

Keyphrases

stochastic gradient descent
early stopping
matrix factorization
loss function
step size
least squares
worst case
optimal solution
monte carlo
closed form
asymptotically optimal