Computer Science Department
School of Computer Science, Carnegie Mellon University
Computing the Volume Element of a
We compute the differential volume element and the total volume of a family of metrics on the multinomial simplex. The metric family is composed of pull-back of the Fisher information metric through a continuous group of transformations. This note complements the paper by Lebanon that describes a metric learning framework and applies the results below to text classification.