Stability and Generalization for Minibatch SGD and Local SGD.

Yunwen Lei Tao Sun Mingrui Liu

Published in: CoRR (2023)

Keyphrases

stochastic gradient descent
least squares
loss function
asymptotic stability

information retrieval
sufficient conditions
step size

machine learning
multi agent
matrix factorization

random forests
stability analysis
svm solvers