Convergence Rate of a Functional Learning Method for Contextual Stochastic Optimization

Noel Smith, Andrzej Ruszczynski

We consider a stochastic optimization problem involving two random variables: a context variable $X$ and a dependent variable $Y$. The objective is to minimize the expected value o…