Constructing unbiased gradient estimators with finite variance for conditional stochastic optimization

Takashi Goda, Wataru Kitade

We study stochastic gradient descent for solving conditional stochastic optimization problems, in which an objective to be minimized is given by a parametric nested expectation wit…