An Inequality for the Sum of Independent Bounded Random Variables
  We give a simple inequality for the sum of independent bounded random variables. This inequality improves on the celebrated result of Hoeffding in a special case. It is optimal in the limit where the sum tends to a Poisson random variable. 
Christopher R. Dance
math.PR