Statistical inference using SGD

Tianyang Li, Liu Liu, Anastasios Kyrillidis +1

We present a novel method for frequentist statistical inference in $M$-estimation problems, based on stochastic gradient descent (SGD) with a fixed step size: we demonstrate that t…