Patients undergo a total of 3 fractions of stereotactic body radiotherapy between days 1-13. Patients then receive ipilimumab intravenously (IV) every 3 weeks. Treatment repeats every 3 weeks for 4 courses in the absence of disease progression or unacceptable toxicity.