Proposes methods for constructing confidence sets in high-dimensional structured sparsity.
problem Building confidence regions for high-dimensional structured sparsity models.
method Desparsification of the estimator, structured matrix norm penalty, and asymptotic pivot construction.
result Developed methods for constructing asymptotic confidence regions in high-dimensional structured sparsity models.