$L_0$ regularized estimation for nonlinear models that have sparse underlying linear structures

Zhiyi Chi

We study the estimation of $\beta$ for the nonlinear model $y = f(X\sp{\top}β) + ε$ when $f$ is a nonlinear transformation that is known, $\beta$ has sparse nonzero coordinates, and the nu…