A unified stability framework that recovers and tightens generalization bounds for SGD under online and i.i.d. settings.
Journal JMLR 25(48) Bandits and online learning
Stability and Generalization in Online Stochastic Gradient Methods
Cite this paper
Stability and Generalization in Online Stochastic Gradient Methods
@inproceedings{singh2024sgd,
title = {Stability and Generalization in Online Stochastic Gradient Methods},
author = {Maya Singh and Leila Aydın},
booktitle = {JMLR 25(48)},
year = {2024}
}