Patients receive guadecitabine subcutaneously (SC) on days 1-5 and atezolizumab intravenously (IV) over 30-60 minutes on days 8 and 22. Courses repeat every 28 days for up to 24 months in the absence of disease progression or unacceptable toxicity.