Polyak-Łojasiewicz inequality is essentially no more general than strong convexity for $C^2$ functions

Aziz Ben Nejma

The Polyak-Łojasiewicz (PŁ) inequality extends the favorable optimization properties of strongly convex functions to a broader class of functions. In this paper, we prove a theorem…