Before revision:  Under the same assumptions, we can carefully modify the classical proofs in the approach of convex duality analysis  when the auxiliary dual process is not necessarily integrable.
After revision:  Under the same assumptions, classical proofs in the approach of convex duality analysis when the auxiliary dual process is not necessarily integrable.