32 citations · 34 across the 6 of their papers we have counts for
7 papers
Drift Models on Complex Projective Space for Electron-Nuclear Double Resonance
Henrik Wiechers, Markus Zobel, Marina Bennati +4
ENDOR spectroscopy is an important tool to determine the complicated three-dimensional structure of biomolecules and in particular enables measurements of intramolecular distances.…
Inference for partially observed Riemannian Ornstein-Uhlenbeck diffusions of covariance matrices
Mai Ngoc Bui, Yvo Pokern, Petros Dellaportas
We construct a generalization of the Ornstein-Uhlenbeck processes on the cone of covariance matrices endowed with the Log-Euclidean and the Affine-Invariant metrics. Our developmen…
Characteristic and Necessary Minutiae in Fingerprints
Johannes Wieditz, Yvo Pokern, Dominic Schuhmacher +1
Fingerprints feature a ridge pattern with moderately varying ridge frequency (RF), following an orientation field (OF), which usually features some singularities. Additionally at s…
MCMC for a hyperbolic Bayesian inverse problem in traffic flow modelling
Jeremie Coullon, Yvo Pokern
As a Bayesian approach to fitting motorway traffic flow models remains rare in the literature, we explore empirically the sampling challenges this approach offers which have to do…
Gibbs flow for approximate transport with applications to Bayesian computation
Jeremy Heng, Arnaud Doucet, Yvo Pokern
Let and be two distributions on the Borel space . Any measurable function …
Posterior Consistency via Precision Operators for Bayesian Nonparametric Drift Estimation in SDEs
Y. Pokern, A. M. Stuart, J. H. van Zanten
We study a Bayesian approach to nonparametric estimation of the periodic drift function of a one-dimensional diffusion from continuous-time data. Rewriting the likelihood in terms…