Looking for proof or disproof of
Given some parameterized non-convex compositive objective $L(y, f(x;\theta))$ which has some global minimum $\theta^*$, there exists a function $R$ s.t. $R(y, f(x;\theta))$ is convex and also has a minimum at $\theta^*$.