Selecting a square submatrix

What is the most efficient way of selecting the square sub-matrix of a matrix x that is formed of the row and column intersections at some indices? Is there a faster approach than x[indices][:, indices]?

I’m asking because I remember seeing this (seemingly unsolved) issue: But I’m not sure if it affects this case.