How to express this inversion matrix in CVX form

X*R is not necessarily symmetric. So what does your use of cyclic permutation invariance of trace prove? You use of R^{1/2} seems to imply you are assuming R is symmetric PSD, which you did not state.

If X*R were symmetric PSD, you could use the approach in Generalizing "trace_inv" for matrix quadratic forms .

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