Concentrated Differential Privacy
  We introduce Concentrated Differential Privacy, a relaxation of Differential Privacy enjoying better accuracy than both pure differential privacy and its popular "(epsilon,delta)" relaxation without compromising on cumulative privacy loss over multiple computations. 
Cynthia Dwork and Guy N. Rothblum
cs.DS cs.CR