If I recall correctly, every proper, convex, lower semi-continuous function is a conjugate. In fact, it is the conjugate of its pre-conjugate $$ f(x) = \sup_{x^*\in X^*} \langle x^*,x\rangle - g(x^*). $$
Dirk
- 12.7k
- 6
- 54
- 97