Linear Convergence of Adaptive Stochastic Gradient Descent.

Yuege Xie Xiaoxia Wu Rachel Ward

Published in: AISTATS (2020)

Keyphrases

stochastic gradient descent
step size
loss function
weight vector
least squares
matrix factorization
convergence rate
convergence speed
linear svm
random forests
online algorithms
machine learning
decision trees
support vector
regularization parameter