Scalable Statistical Inference in Non-parametric Least Squares

Meimei Liu, Zuofeng Shang, Yun Yang

Stochastic approximation (SA) is a powerful and scalable computational method for iteratively estimating the solution of optimization problems in the presence of randomness, partic…