Generalized Divergence Measures and Weak Convergence for the Sets of Probability Measures

Xinpeng Li, Miao Yu

This paper extends the asymmetric Kullback-Leibler divergence and symmetric Jensen-Shannon divergence from two probability measures to the case of two sets of probability measures.…