Generalization Bounds for Contextual Stochastic Optimization using Kernel Regression

Yijie Wang, Grani A. Hanasusanto, Chin Pang Ho

In this paper, we consider contextual stochastic optimization using Nadaraya-Watson kernel regression, which is one of the most common approaches in nonparametric regression. Recen…