For this sub-study, you will be assigned to treatment with talazoparib (BMN 673), a PARP inhibitor. The purpose of this sub-study is to find any good and bad effects of talazoparib (BMN 673). Talazoparib (BMN 673) may or may not shrink your cancer and it could also cause side effects.