This is a phase 2 study to see how effective investigational drug, JNJ-42756493, is when given in combination with dexamethasone in two groups of patients with multiple myeloma (cancer of the plasma cells, a type of white blood cell present in bone marrow) that has relapsed (has come back after a period of improvement) or refractory (did not respond to standard treatment).