Stochastic gradient descent for streaming linear and rectified linear systems with Massart noise.

Halyun Jeong Deanna Needell Elizaveta Rebrova

Published in: CoRR (2024)

Keyphrases

linear systems
stochastic gradient descent
sufficient conditions
loss function
dynamical systems
matrix factorization
least squares
step size
noise level
random forests
missing data
sparse linear systems
regularization parameter
online algorithms
genetic algorithm
image restoration