High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective

Saptarshi Roy, Ambuj Tewari, Ziwei Zhu

We study the problem of exact support recovery for high-dimensional sparse linear regression under independent Gaussian design when the signals are weak, rare, and possibly heterog…