Online Inference of Constrained Optimization: Primal-Dual Optimality and Sequential Quadratic Programming

Yihang Gao, Michael K. Ng, Michael W. Mahoney +1

We study online statistical inference for the solutions of stochastic optimization problems with equality and inequality constraints. Such problems are prevalent in statistics and…