A Note on the Kullback-Leibler Divergence for the von Mises-Fisher distribution

Tom Diethe

We present a derivation of the Kullback Leibler (KL)-Divergence (also known as Relative Entropy) for the von Mises Fisher (VMF) Distribution in $d$-dimensions.