Patients will be assigned to Cohort 1 (standard RT/TMZ) followed by entry to either Cohort 1 or Cohort 2a (standard RT/TMZ + dose finding for belinostat), followed by assignment to Cohort 2b (standard RT/TMZ + tolerable dose of belinostat).