Online bootstrap confidence intervals for the stochastic gradient descent estimator
FangYixin, XuJinfeng, YangLei · Journal of Machine Learning Research · 2018
In many applications involving large dataset or online learning, stochastic gradient descent (SGD) is a scalable algorithm to compute parameter estimates and has gained increasing popularity due to...