The purpose of this study is to establish the safest dose of the investigational medication Belinostat that can be administered with a standard of care chemotherapy regimen of bevacizumab, carboplatin, and paclitaxel. Further study will examine the short and long-term effect (up to 2 years) of this medication on participant's disease status and overall survival.