Consider the following function:
$$\ f(U)= UU^TXUU^TY $$
where $\ U \in \Re^{n*m} $ ,$\ U^TU = I_m$ and X and Y are Symmetric positive definite matrices with dimension $\ n$.
What is the derivative of $\ f(U)$ with respect to $\ U$ ?
Thank you so much