4 citations · 11 across the 11 of their papers we have counts for
3 papers · 1 filter
Spectral clustering of Markov chain transition matrices with complex eigenvalues
Anna-Simone Frank, Alexander Sikorski, Susanna Röblitz
The Robust Perron Cluster Analysis (PCCA+) has become a popular spectral clustering algorithm for coarse-graining transition matrices of nearly decomposable Markov chains with tran…
Empirical Bayes Methods for Prior Estimation in Systems Medicine
Ilja Klebanov, Alexander Sikorski, Christof Schütte +1
One of the main goals of mathematical modeling in systems medicine related to medical applications is to obtain patient-specific parameterizations and model predictions. In clinica…
Objective Priors in the Empirical Bayes Framework
Ilja Klebanov, Alexander Sikorski, Christof Schütte +1
When dealing with Bayesian inference the choice of the prior often remains a debatable question. Empirical Bayes methods offer a data-driven solution to this problem by estimating…