After a quick read of the paper and a discussion with Michal Adamaszek, then we believe
- It cannot be formulated so CVX will accept it.
- It cannot be formulated as an exponential cone problem.
We do not have a proof of the two statements so we may be wrong. In fact we hope history will prove us wrong.