Suppose I have a function $f$ that is strictly convex on the positive semidefinite sets. I wonder if it is generally possible to minimize $f$ with positive definite constraints?
$$\text{minimize } f(X)$$ $$\text{subject to } X\succ0$$
Any reference books or ideas or tricks are appreciated!