The nonparametric Fisher geometry and the chi-square process density prior

Andrew Holbrook, Shiwei Lan, Jeffrey Streets +1

It is well known that the Fisher information induces a Riemannian geometry on parametric families of probability density functions. Following recent work, we consider the nonparame…