On uniform-in-time diffusion approximation for stochastic gradient descent.

Lei Li Yuliang Wang

Published in: CoRR (2022)

Keyphrases

stochastic gradient descent
least squares
loss function
step size
matrix factorization
random forests
support vector machine
weight vector
multiple kernel learning
online algorithms
regularization parameter
importance sampling
optimal solution
support vector
maximum likelihood
multi task