Stopping criteria for, and strong convergence of, stochastic gradient descent on Bottou-Curtis-Nocedal functions.

Published in: Math. Program. (2022)

Keyphrases

stopping criteria
stochastic gradient descent
least squares
step size
matrix factorization
loss function
clustering algorithm
random forests
convergence rate
stopping criterion
pairwise
support vector machine
computer vision
decision trees
multiple kernel learning
importance sampling