Some exceptions are caught silently

[mlincett]

Trying to debug some problems with @ekun0608 , it occurred to be that we have observed situations (llh.py) in which exceptions are silently caught and the minimisation process does not progress (#174 (comment))

This should not happen as it makes debugging very frustrating.

We need to check where are these and make sure the errors are reported to the user.