Stochastic gradient descent for semilinear elliptic equations with uncertainties.

Ting Wang Jaroslaw Knap

Published in: J. Comput. Phys. (2021)

Keyphrases

stochastic gradient descent
loss function
least squares
matrix factorization
step size
random forests
multiple kernel learning
importance sampling
online algorithms
support vector machine
weight vector
regularization parameter
machine learning
cost function
upper bound