2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.ME2018★ 2 cited
Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models
Abhijoy Saha, Sebastian Kurtek
We propose a geometric framework to assess global sensitivity in Bayesian nonparametric models for density estimation. We study sensitivity of nonparametric Bayesian models for den…
stat.ME2017
A Geometric Variational Approach to Bayesian Inference
Abhijoy Saha, Karthik Bharath, Sebastian Kurtek
We propose a novel Riemannian geometric framework for variational inference in Bayesian models based on the nonparametric Fisher-Rao metric on the manifold of probability density f…