Fast Debiasing of the LASSO Estimator

Shuvayan Banerjee, James Saunderson, Radhendushka Srivastava +1

In high-dimensional sparse regression, the \textsc{Lasso} estimator offers excellent theoretical guarantees but is well-known to produce biased estimates. To address this, \cite{Ja…