It may be wise to log the exception, so that you can investigate the matter if these exceptions happen often. If you choose to ignore an exception, the catch block should contain a comment explaining why it is appropriate to do so, and the variable should be named ignored:
Too often there's a comment "// will never happen." Well, then you should have no problem having code that re-throw something like an AssertionError (which you're sure will never happen).