On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes.

Xiaoyu Li Francesco Orabona

Published in: CoRR (2018)

Keyphrases

stochastic gradient descent
matrix factorization
least squares
step size
loss function
random forests
convergence rate
decision trees
convergence speed
machine learning
multiresolution
support vector machine