On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes.

Xiaoyu Li Francesco Orabona

Published in: AISTATS (2019)

Keyphrases

stochastic gradient descent
step size
loss function
least squares
convergence rate
convergence speed
matrix factorization
random forests
support vector machine
evolutionary algorithm
cost function
weight vector
importance sampling