The study will be divided into two parts. Part 1 will consist of initial safety evaluation and dose-finding of robatumumab in combination with each treatment regimen. Part 2 will consist of an expansion of each robatumumab regimen at a newly established dose level, to better define safety, tolerability, and initial efficacy in specific target populations.