Debiasing the Lasso under Weaker Tail Assumptions

Leonardo Voltarelli, Roberto Imbuzeiro Oliveira

We consider the problem of high-dimensional inference with the lasso estimator. Different methods including 'double selection' techniques and multiple versions of the 'debiased las…