Stochastic Approximation Based Confidence Regions for Stochastic Variational Inequalities

Wuwenqing Yan, Yongchao Liu

The sample average approximation (SAA) and the stochastic approximation (SA) are two popular schemes for solving the stochastic variational inequalities problem (SVIP). In the past…