There sure is! i just had this problem not long ago.
So in your pivot table, whichever column has a (Blank) in it, the header of that column click the down arrow and ittl bring up a filter window showing all the results in that column. at the very bottom it should show the (Blank), well just unclick it and it will remove all blanks!
Hope this helps