Semi-Nonparametric Estimation of Distribution Divergence in Non-Euclidean Spaces

Chong Xiao Wang, Wee Peng Tay

This paper explores methods for estimating or approximating the total variation distance and the chi-squared divergence of probability measures within topological sample spaces, us…