Very interesting, I am eager to read about the future research on non "simple convex problems". This where it could provide benefits as in the industry we have

Very interesting, I am eager to read about the future research on non "simple convex problems". This where it could provide benefits as in the industry we have a lot of them, a lot of domain knowledge to go around the local minima etc. and a robust ML based approach could really help there instead of being obliged to accumulate in our algorithms years of trial and errors.