Ofatumumab is an antibody engineered in the lab against CD20, a protein on the surface of CLL cells, which is expressed in CLL. An antibody is a molecule your body creates to identify foreign substances so that it can destroy them. Ofatumumab has been FDA approved for treatment of CLL/SLL that has relapsed or progressed on other therapies. Idelalisib is a drug that blocks one of the signals inside the cells that cause this type of cancer to grow and survive. The investigators hope that combining Ofatumumab with Idelalisib will stop the growth of disease.