Disclosed herein is a method of treating cancer, such as multiple myeloma, involving the combination of an anti-BCMA antigen binding protein (e.g., an anti-BCMA antibody) and an immunomodulatory agent (e.g. an agent directed to ICOS or an anti-CD38 antigen binding protein).