Before revision:  We contribute a taxonomy of divergence measures consisting of three groups -- Information-theoretic, Geometric, and Higher-order measures -- and identify the relationships between them.
After revision:  We develop a taxonomy of divergence measures consisting of three groups -- Information-theoretic, Geometric, and Higher-order measures -- and identify the relationships between them.