Gals' and guys' view on this is very different.
For guys, it is perfectly ok for them to go together or even let their bros know that they patronise such places.
For gals, once they know that their male colleagues/friends go to such places, their reaction is very different.
1 of my male colleague asked me before if my impression of my boss will change if I know that he patronises such places.