Stochastic Adaptive Regularization Method with Cubics: a High Probability Complexity Bound.

Katya Scheinberg Miaolan Xie

Published in: WSC (2023)

Keyphrases

regularization method
worst case
image restoration
regularization parameter
upper bound
probability distribution
lower bound
computational complexity
maximum likelihood
total variation
inverse problems
computer vision
image denoising
global optimization
partial differential equations