107 citations · 213 across the 20 of their papers we have counts for
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Bridge Simulation and Metric Estimation on Landmark Manifolds
Stefan Sommer, Alexis Arnaudon, Line Kuhnel +1
We present an inference algorithm and connected Monte Carlo based estimation procedures for metric estimation from landmark configurations distributed according to the transition d…
Diffeomorphic random sampling using optimal information transport
Martin Bauer, Sarang Joshi, Klas Modin
In this article we explore an algorithm for diffeomorphic random sampling of nonuniform probability distributions on Riemannian manifolds. The algorithm is based on optimal informa…
On Geodesic Completeness for Riemannian Metrics on Smooth Probability Densities
Martin Bauer, Sarang Joshi, Klas Modin
The geometric approach to optimal transport and information theory has triggered the interpretation of probability densities as an infinite-dimensional Riemannian manifold. The mos…