Survey schemes for stochastic gradient descent with applications to M-estimation

Stéphan Clémençon, Patrice Bertail, Emilie Chautru +1

In certain situations that shall be undoubtedly more and more common in the Big Data era, the datasets available are so massive that computing statistics over the full sample is ha…