Hoeffding's inequality for supermartingales
  We give an extension of Hoeffding's inequality to the case of supermartingales with differences bounded from above. Our inequality strengthens or extends the inequalities of Freedman, Bernstein, Prohorov, Bennett and Nagaev. 
Xiequan Fan, Ion Grama and Quansheng Liu
math.PR