No. It is not true.
However, I was wondering under what conditions it is true.
I think that if $s>n/2$ and $1/f$ is bounded the result holds. Is it true?
Edit. If the domain is unbounded the set described may be empty as shown by TZakrevskiy's answer. Therefore, I am focusing on compact or bounded domains.