2022
|
| Martin Heida, Alexander Sikorski, Marcus Weber |
Consistency and order 1 convergence of cell-centered finite volume discretizations of degenerate elliptic problems in any space dimension
|
2022 (under review) |
BibTeX
DOI
|
| Anna-Simone Frank, Alexander Sikorski, Susanna Röblitz |
Spectral clustering of Markov chain transition matrices with complex eigenvalues
|
2022 (under review) |
BibTeX
arXiv
|
2021
|
| Renata Sechi, Alexander Sikorski, Marcus Weber |
Estimation of the Koopman Generator by Newton's Extrapolation
|
Multiscale Modeling and Simulation, 19(2), pp. 758-774, 2021 |
BibTeX
DOI
|
| Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz |
Objective priors in the empirical Bayes framework
|
Scandinavian Journal of Statistics, 48(4), pp. 1212-1233, 2021 |
BibTeX
DOI
|
| Alexander Sikorski, Marcus Weber, Christof Schütte |
The Augmented Jump Chain
|
Advanced Theory and Simulations, 4(4), 2021 |
BibTeX
arXiv
DOI
|
2018
|
| Konstantin Fackeldey, Alexander Sikorski, Marcus Weber |
Spectral Clustering for Non-Reversible Markov Chains
|
Computational and Applied Mathematics, 37(5), pp. 6376-6391, 2018 (preprint available as ZIB-Report 18-48) |
PDF (ZIB-Report)
BibTeX
DOI
|
2017
|
|
Alexander Sikorski
|
An Information-Theoretic Empirical Bayes Method and its Application to a Systems Biology Model
|
Master's thesis, Freie Universität Berlin, Susanna Röblitz (Advisor), 2017 |
PDF
BibTeX
URN
|
2016
|
| Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz |
Empirical Bayes Methods for Prior Estimation in Systems Medicine
|
ZIB-Report 16-57 |
PDF
BibTeX
URN
arXiv
|
| Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz |
Empirical Bayes Methods, Reference Priors, Cross Entropy and the EM Algorithm
|
ZIB-Report 16-56 |
PDF
BibTeX
URN
|
| Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz |
Prior estimation and Bayesian inference from large cohort data sets
|
ZIB-Report 16-09 |
PDF
PDF
BibTeX
URN
|
2015
|
|
Alexander Sikorski
|
PCCA+ and Its Application to Spatial Time Series Clustering
|
Bachelor's thesis, Freie Universität Berlin, Marcus Weber (Advisor), 2015 |
PDF
BibTeX
URN
|
zib.de