Saying that math concepts are in reality independent of a mind is like saying that the concept of a chair is the object to which it refers with the word "chair".
I can think of the concept squared circle, does it have any reality outside of my mind? It seems to be an impossibility.
https://en.wikipedia.org/wiki/Reification_(fallacy)