Panos Toulis, Edoardo M. Airoldi. Stochastic Gradient Methods for Principled Estimation with Large Datasets. In Peter Bühlmann, Petros Drineas, Michael Kane, Mark J. van der Laan, editors, Handbook of Big Data. pages 241-265, Chapman and Hall/CRC, 2016. [doi]
Abstract is missing.