Adaptive Concentration Inequalities for Sequential Decision Problems

Shengjia Zhao, Enze Zhou, Ashish Sabharwal, Stefano Ermon

Neural Information Processing Systems 

Many abstract problems fit into this general framework, including sequential hypothesis testing, e.g.,