It's always a risk to not have a ticket, but as tourists we wouldn't chance it. I've done fairly long trips in the UK where I never had to show my ticket, but I still had one. For subways I'm used to the London one where there are barriers everywhere, but I've been to a few places that have less.
!BEER
RE: Waltzing around Vienna